{
 "record_id": "35e9cf817db8c35d9d40580566f6516793f3cc92",
 "eligible": true,
 "exclusion_reason": null,
 "study": {
  "title": "Sea Level Rise, Homeownership, and Residential Real Estate Markets in South Florida",
  "year": 2020,
  "doi": "10.1080/00330124.2020.1818586",
  "country": "United States",
  "region_city": "Florida: Pinellas County and Miami-Dade County (5,000-ft coastal bands)",
  "sample_start": 2004,
  "sample_end": 2019,
  "property_type": "single_family",
  "price_type": "transaction",
  "data_source": "County property appraiser offices sales records (Jan 2004 - Mar 2019), detached single-family homes within 5,000 ft of the coast; NOAA SLR Viewer, FEMA GIS",
  "document_type": "journal",
  "estimators": [
   "spatial_lag"
  ],
  "spatial_method": "spatial autoregressive (SAR) lag model, distance-band (5,000 ft) weight matrix, estimated in GeoDa",
  "time_fe": true,
  "location_fe": true,
  "se_type": "unknown",
  "n_obs_total": 135718,
  "ai_methods": [],
  "notes": "Published in The Professional Geographer 73(1), 2021. Standard errors printed in a separate column; star legend *** p<0.001, ** p<0.01, * p<0.05, '.' p<0.1 (stars and minus signs were recovered from PDF glyphs because the text dump dropped them). The functional form of the dependent variable is never stated; the authors read coefficients as percentage discounts (e.g. -0.12 = 12% discount) and the intercept (2.50/2.70) matches log10 of price in thousands of USD, so dep_transform is recorded as log with medium confidence; if log10, semi-elasticities must be multiplied by ln(10). Regressor units for area and distance are probably thousands of sq ft / ft (Table 3) although the table headers say sq. ft / ft. Year/month-of-sale and city/town dummies included but not reported. Two counties estimated separately (n = 77,454 and 58,264)."
 },
 "models": [
  {
   "model_id": "T4-c1",
   "table": "4",
   "column": "1",
   "page": 6,
   "dep_var": "Housing price (unadjusted sale price, USD); transformation not stated - authors interpret coefficients as percentage discounts and intercept of 2.50 is consistent with log10(price in 1,000 USD)",
   "dep_transform": "log",
   "estimator": "spatial_lag",
   "n_obs": 77454,
   "r2": 0.79,
   "se_or_t_in_parentheses": "se",
   "sample_subset": "Pinellas County, detached single-family homes within 5,000-ft coastal band, Jan 2004 - Mar 2019; overall model without owner-type interactions; spatial lag rho = 0.45; log-likelihood 14,156.1; year/month and city dummies included"
  },
  {
   "model_id": "T4-c2",
   "table": "4",
   "column": "2",
   "page": 6,
   "dep_var": "Housing price (unadjusted sale price, USD); transformation not stated - authors interpret coefficients as percentage discounts and intercept of 2.50 is consistent with log10(price in 1,000 USD)",
   "dep_transform": "log",
   "estimator": "spatial_lag",
   "n_obs": 58264,
   "r2": 0.81,
   "se_or_t_in_parentheses": "se",
   "sample_subset": "Miami-Dade County, detached single-family homes within 5,000-ft coastal band, Jan 2004 - Mar 2019; overall model without owner-type interactions; spatial lag rho = 0.47; log-likelihood 25,291.4; year/month and city dummies included"
  },
  {
   "model_id": "T5-c1",
   "table": "5",
   "column": "1",
   "page": 7,
   "dep_var": "Housing price (unadjusted sale price, USD); transformation not stated - authors interpret coefficients as percentage discounts and intercept of 2.50 is consistent with log10(price in 1,000 USD)",
   "dep_transform": "log",
   "estimator": "spatial_lag",
   "n_obs": 77454,
   "r2": 0.79,
   "se_or_t_in_parentheses": "se",
   "sample_subset": "Pinellas County, detached single-family homes within 5,000-ft coastal band, Jan 2004 - Mar 2019; SLR exposure dummies interacted with primary (PHO) / nonprimary (NPHO) homeowner status; spatial lag rho = 0.45; log-likelihood 14,083.7; year/month and city dummies included"
  },
  {
   "model_id": "T5-c2",
   "table": "5",
   "column": "2",
   "page": 7,
   "dep_var": "Housing price (unadjusted sale price, USD); transformation not stated - authors interpret coefficients as percentage discounts and intercept of 2.50 is consistent with log10(price in 1,000 USD)",
   "dep_transform": "log",
   "estimator": "spatial_lag",
   "n_obs": 58264,
   "r2": 0.81,
   "se_or_t_in_parentheses": "se",
   "sample_subset": "Miami-Dade County, detached single-family homes within 5,000-ft coastal band, Jan 2004 - Mar 2019; SLR exposure dummies interacted with primary (PHO) / nonprimary (NPHO) homeowner status; spatial lag rho = 0.47; log-likelihood 25,265.1; year/month and city dummies included"
  }
 ],
 "coefficients": [
  {
   "model_id": "T4-c1",
   "var_name_printed": "Number of bedrooms",
   "taxonomy_id": "bedrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.03,
   "se": 0.00072,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 6,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed."
  },
  {
   "model_id": "T4-c1",
   "var_name_printed": "Lot size, sq. ft",
   "taxonomy_id": "lot_size",
   "x_transform": "level",
   "x_unit": "1000 sqft",
   "beta": 0.07,
   "se": 0.003,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 6,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Table header says sq. ft but Table 3 reports lot size in thousands of sq ft and the magnitude (0.07 per unit) is only plausible per 1,000 sq ft; unit scaling uncertain."
  },
  {
   "model_id": "T4-c1",
   "var_name_printed": "Living area, sq. ft",
   "taxonomy_id": "living_area",
   "x_transform": "level",
   "x_unit": "1000 sqft",
   "beta": 0.18,
   "se": 0.004,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 6,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Table header says sq. ft but Table 3 reports living area in thousands of sq ft and the magnitude (0.18-0.23 per unit) is only plausible per 1,000 sq ft; unit scaling uncertain."
  },
  {
   "model_id": "T4-c1",
   "var_name_printed": "Year property built",
   "taxonomy_id": "age",
   "x_transform": "other",
   "x_unit": "years",
   "beta": -0.00012,
   "se": 6.8e-05,
   "t": null,
   "p": null,
   "p_stars": ".",
   "ci_lo": null,
   "ci_hi": null,
   "page": 6,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Printed as 'Year property built' but Table 3 defines it as years since construction relative to 2019 (mean 42.67/46), i.e. building age in years; mapped to age. Written in the table as a x 10^-4 / 10^-5 scientific notation."
  },
  {
   "model_id": "T4-c1",
   "var_name_printed": "Euclidean distance to coastline, ft",
   "taxonomy_id": "water_proximity",
   "x_transform": "level",
   "x_unit": "1000 ft",
   "beta": -0.01,
   "se": 0.00094,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 6,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Table header says ft but Table 3 reports distance in thousands of ft (mean ~1.9-2.1); unit scaling uncertain."
  },
  {
   "model_id": "T4-c1",
   "var_name_printed": "Euclidean distance to major road, ft",
   "taxonomy_id": "highway_distance",
   "x_transform": "level",
   "x_unit": "1000 ft",
   "beta": 0.01,
   "se": 0.0006,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 6,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Table header says ft but Table 3 reports distance in thousands of ft; unit scaling uncertain."
  },
  {
   "model_id": "T4-c1",
   "var_name_printed": "FEMA 100-year floodplain",
   "taxonomy_id": "flood_risk",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.05,
   "se": 0.004,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 6,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. 1 if property lies in a FEMA 100-year floodplain."
  },
  {
   "model_id": "T4-c2",
   "var_name_printed": "Number of bedrooms",
   "taxonomy_id": "bedrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.04,
   "se": 0.002,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 6,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed."
  },
  {
   "model_id": "T4-c2",
   "var_name_printed": "Lot size, sq. ft",
   "taxonomy_id": "lot_size",
   "x_transform": "level",
   "x_unit": "1000 sqft",
   "beta": 0.001,
   "se": 8.4e-05,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 6,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Table header says sq. ft but Table 3 reports lot size in thousands of sq ft and the magnitude (0.07 per unit) is only plausible per 1,000 sq ft; unit scaling uncertain."
  },
  {
   "model_id": "T4-c2",
   "var_name_printed": "Living area, sq. ft",
   "taxonomy_id": "living_area",
   "x_transform": "level",
   "x_unit": "1000 sqft",
   "beta": 0.23,
   "se": 0.002,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 6,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Table header says sq. ft but Table 3 reports living area in thousands of sq ft and the magnitude (0.18-0.23 per unit) is only plausible per 1,000 sq ft; unit scaling uncertain."
  },
  {
   "model_id": "T4-c2",
   "var_name_printed": "Year property built",
   "taxonomy_id": "age",
   "x_transform": "other",
   "x_unit": "years",
   "beta": -0.00014,
   "se": 4.2e-05,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 6,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Printed as 'Year property built' but Table 3 defines it as years since construction relative to 2019 (mean 42.67/46), i.e. building age in years; mapped to age. Written in the table as a x 10^-4 / 10^-5 scientific notation."
  },
  {
   "model_id": "T4-c2",
   "var_name_printed": "Euclidean distance to coastline, ft",
   "taxonomy_id": "water_proximity",
   "x_transform": "level",
   "x_unit": "1000 ft",
   "beta": -0.03,
   "se": 0.001,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 6,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Table header says ft but Table 3 reports distance in thousands of ft (mean ~1.9-2.1); unit scaling uncertain."
  },
  {
   "model_id": "T4-c2",
   "var_name_printed": "Euclidean distance to major road, ft",
   "taxonomy_id": "highway_distance",
   "x_transform": "level",
   "x_unit": "1000 ft",
   "beta": 0.01,
   "se": 0.002,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 6,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Table header says ft but Table 3 reports distance in thousands of ft; unit scaling uncertain."
  },
  {
   "model_id": "T4-c2",
   "var_name_printed": "FEMA 100-year floodplain",
   "taxonomy_id": "flood_risk",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.03,
   "se": 0.004,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 6,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. 1 if property lies in a FEMA 100-year floodplain."
  },
  {
   "model_id": "T4-c1",
   "var_name_printed": "SLR exposure less than 2 ft",
   "taxonomy_id": "flood_risk",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.12,
   "se": 0.02,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 6,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf."
  },
  {
   "model_id": "T4-c2",
   "var_name_printed": "SLR exposure less than 2 ft",
   "taxonomy_id": "flood_risk",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.02,
   "se": 0.03,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 6,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf."
  },
  {
   "model_id": "T4-c1",
   "var_name_printed": "SLR exposure 2 to 3 ft",
   "taxonomy_id": "flood_risk",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.02,
   "se": 0.01,
   "t": null,
   "p": null,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 6,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf."
  },
  {
   "model_id": "T4-c2",
   "var_name_printed": "SLR exposure 2 to 3 ft",
   "taxonomy_id": "flood_risk",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.07,
   "se": 0.01,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 6,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf."
  },
  {
   "model_id": "T4-c1",
   "var_name_printed": "SLR exposure 3 to 4 ft",
   "taxonomy_id": "flood_risk",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.03,
   "se": 0.01,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 6,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf."
  },
  {
   "model_id": "T4-c2",
   "var_name_printed": "SLR exposure 3 to 4 ft",
   "taxonomy_id": "flood_risk",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.03,
   "se": 0.01,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 6,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf."
  },
  {
   "model_id": "T4-c1",
   "var_name_printed": "SLR exposure 4 to 5 ft",
   "taxonomy_id": "flood_risk",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.06,
   "se": 0.01,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 6,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf."
  },
  {
   "model_id": "T4-c2",
   "var_name_printed": "SLR exposure 4 to 5 ft",
   "taxonomy_id": "flood_risk",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.01,
   "se": 0.01,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 6,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf."
  },
  {
   "model_id": "T4-c1",
   "var_name_printed": "SLR exposure 5 to 6 ft",
   "taxonomy_id": "flood_risk",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.04,
   "se": 0.01,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 6,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf."
  },
  {
   "model_id": "T4-c2",
   "var_name_printed": "SLR exposure 5 to 6 ft",
   "taxonomy_id": "flood_risk",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.01,
   "se": 0.005,
   "t": null,
   "p": null,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 6,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf."
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "Number of bedrooms",
   "taxonomy_id": "bedrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.03,
   "se": 0.001,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed."
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "Lot size, sq. ft",
   "taxonomy_id": "lot_size",
   "x_transform": "level",
   "x_unit": "1000 sqft",
   "beta": 0.07,
   "se": 0.003,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Table header says sq. ft but Table 3 reports lot size in thousands of sq ft and the magnitude (0.07 per unit) is only plausible per 1,000 sq ft; unit scaling uncertain."
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "Living area, sq. ft",
   "taxonomy_id": "living_area",
   "x_transform": "level",
   "x_unit": "1000 sqft",
   "beta": 0.18,
   "se": 0.004,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Table header says sq. ft but Table 3 reports living area in thousands of sq ft and the magnitude (0.18-0.23 per unit) is only plausible per 1,000 sq ft; unit scaling uncertain."
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "Year property built",
   "taxonomy_id": "age",
   "x_transform": "other",
   "x_unit": "years",
   "beta": -0.00012,
   "se": 6.8e-05,
   "t": null,
   "p": null,
   "p_stars": ".",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Printed as 'Year property built' but Table 3 defines it as years since construction relative to 2019 (mean 42.67/46), i.e. building age in years; mapped to age. Written in the table as a x 10^-4 / 10^-5 scientific notation."
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "Euclidean distance to coastline, ft",
   "taxonomy_id": "water_proximity",
   "x_transform": "level",
   "x_unit": "1000 ft",
   "beta": -0.01,
   "se": 0.001,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Table header says ft but Table 3 reports distance in thousands of ft (mean ~1.9-2.1); unit scaling uncertain."
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "Euclidean distance to major road, ft",
   "taxonomy_id": "highway_distance",
   "x_transform": "level",
   "x_unit": "1000 ft",
   "beta": 0.01,
   "se": 0.001,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Table header says ft but Table 3 reports distance in thousands of ft; unit scaling uncertain."
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "FEMA 100-year floodplain",
   "taxonomy_id": "flood_risk",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.05,
   "se": 0.004,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. 1 if property lies in a FEMA 100-year floodplain."
  },
  {
   "model_id": "T5-c2",
   "var_name_printed": "Number of bedrooms",
   "taxonomy_id": "bedrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.04,
   "se": 0.002,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed."
  },
  {
   "model_id": "T5-c2",
   "var_name_printed": "Lot size, sq. ft",
   "taxonomy_id": "lot_size",
   "x_transform": "level",
   "x_unit": "1000 sqft",
   "beta": 0.001,
   "se": 8.4e-05,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Table header says sq. ft but Table 3 reports lot size in thousands of sq ft and the magnitude (0.07 per unit) is only plausible per 1,000 sq ft; unit scaling uncertain."
  },
  {
   "model_id": "T5-c2",
   "var_name_printed": "Living area, sq. ft",
   "taxonomy_id": "living_area",
   "x_transform": "level",
   "x_unit": "1000 sqft",
   "beta": 0.23,
   "se": 0.002,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Table header says sq. ft but Table 3 reports living area in thousands of sq ft and the magnitude (0.18-0.23 per unit) is only plausible per 1,000 sq ft; unit scaling uncertain."
  },
  {
   "model_id": "T5-c2",
   "var_name_printed": "Year property built",
   "taxonomy_id": "age",
   "x_transform": "other",
   "x_unit": "years",
   "beta": 0.00014,
   "se": 4.2e-05,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "low",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Printed as 'Year property built' but Table 3 defines it as years since construction relative to 2019 (mean 42.67/46), i.e. building age in years; mapped to age. Written in the table as a x 10^-4 / 10^-5 scientific notation. NOTE: printed WITHOUT a minus sign in Table 5 (1.4 x 10^-4***) whereas Table 4 prints -1.40 x 10^-4 for the same specification; likely a typographical omission of the minus sign."
  },
  {
   "model_id": "T5-c2",
   "var_name_printed": "Euclidean distance to coastline, ft",
   "taxonomy_id": "water_proximity",
   "x_transform": "level",
   "x_unit": "1000 ft",
   "beta": -0.03,
   "se": 0.001,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Table header says ft but Table 3 reports distance in thousands of ft (mean ~1.9-2.1); unit scaling uncertain."
  },
  {
   "model_id": "T5-c2",
   "var_name_printed": "Euclidean distance to major road, ft",
   "taxonomy_id": "highway_distance",
   "x_transform": "level",
   "x_unit": "1000 ft",
   "beta": 0.01,
   "se": 0.002,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Table header says ft but Table 3 reports distance in thousands of ft; unit scaling uncertain."
  },
  {
   "model_id": "T5-c2",
   "var_name_printed": "FEMA 100-year floodplain",
   "taxonomy_id": "flood_risk",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.03,
   "se": 0.004,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. 1 if property lies in a FEMA 100-year floodplain."
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "SLR exposure less than 2 ft & PHOs",
   "taxonomy_id": "flood_risk",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.1,
   "se": 0.03,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf. Interaction of the SLR exposure dummy with primary homeowner (homestead-exemption) status; effect for that buyer group."
  },
  {
   "model_id": "T5-c2",
   "var_name_printed": "SLR exposure less than 2 ft & PHOs",
   "taxonomy_id": "flood_risk",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.15,
   "se": 0.05,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf. Interaction of the SLR exposure dummy with primary homeowner (homestead-exemption) status; effect for that buyer group."
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "SLR exposure less than 2 ft & NPHOs",
   "taxonomy_id": "flood_risk",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.13,
   "se": 0.03,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf. Interaction of the SLR exposure dummy with nonprimary homeowner (homestead-exemption) status; effect for that buyer group."
  },
  {
   "model_id": "T5-c2",
   "var_name_printed": "SLR exposure less than 2 ft & NPHOs",
   "taxonomy_id": "flood_risk",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.14,
   "se": 0.04,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf. Interaction of the SLR exposure dummy with nonprimary homeowner (homestead-exemption) status; effect for that buyer group."
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "SLR exposure 2 to 3 ft & PHOs",
   "taxonomy_id": "flood_risk",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.01,
   "se": 0.01,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf. Interaction of the SLR exposure dummy with primary homeowner (homestead-exemption) status; effect for that buyer group."
  },
  {
   "model_id": "T5-c2",
   "var_name_printed": "SLR exposure 2 to 3 ft & PHOs",
   "taxonomy_id": "flood_risk",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.09,
   "se": 0.02,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf. Interaction of the SLR exposure dummy with primary homeowner (homestead-exemption) status; effect for that buyer group."
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "SLR exposure 2 to 3 ft & NPHOs",
   "taxonomy_id": "flood_risk",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.03,
   "se": 0.01,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf. Interaction of the SLR exposure dummy with nonprimary homeowner (homestead-exemption) status; effect for that buyer group."
  },
  {
   "model_id": "T5-c2",
   "var_name_printed": "SLR exposure 2 to 3 ft & NPHOs",
   "taxonomy_id": "flood_risk",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.05,
   "se": 0.02,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf. Interaction of the SLR exposure dummy with nonprimary homeowner (homestead-exemption) status; effect for that buyer group."
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "SLR exposure 3 to 4 ft & PHOs",
   "taxonomy_id": "flood_risk",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.05,
   "se": 0.01,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf. Interaction of the SLR exposure dummy with primary homeowner (homestead-exemption) status; effect for that buyer group."
  },
  {
   "model_id": "T5-c2",
   "var_name_printed": "SLR exposure 3 to 4 ft & PHOs",
   "taxonomy_id": "flood_risk",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.06,
   "se": 0.01,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf. Interaction of the SLR exposure dummy with primary homeowner (homestead-exemption) status; effect for that buyer group."
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "SLR exposure 3 to 4 ft & NPHOs",
   "taxonomy_id": "flood_risk",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.01,
   "se": 0.01,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf. Interaction of the SLR exposure dummy with nonprimary homeowner (homestead-exemption) status; effect for that buyer group."
  },
  {
   "model_id": "T5-c2",
   "var_name_printed": "SLR exposure 3 to 4 ft & NPHOs",
   "taxonomy_id": "flood_risk",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.003,
   "se": 0.01,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf. Interaction of the SLR exposure dummy with nonprimary homeowner (homestead-exemption) status; effect for that buyer group."
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "SLR exposure 4 to 5 ft & PHOs",
   "taxonomy_id": "flood_risk",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.08,
   "se": 0.01,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf. Interaction of the SLR exposure dummy with primary homeowner (homestead-exemption) status; effect for that buyer group."
  },
  {
   "model_id": "T5-c2",
   "var_name_printed": "SLR exposure 4 to 5 ft & PHOs",
   "taxonomy_id": "flood_risk",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.002,
   "se": 0.01,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf. Interaction of the SLR exposure dummy with primary homeowner (homestead-exemption) status; effect for that buyer group."
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "SLR exposure 4 to 5 ft & NPHOs",
   "taxonomy_id": "flood_risk",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.002,
   "se": 0.01,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf. Interaction of the SLR exposure dummy with nonprimary homeowner (homestead-exemption) status; effect for that buyer group."
  },
  {
   "model_id": "T5-c2",
   "var_name_printed": "SLR exposure 4 to 5 ft & NPHOs",
   "taxonomy_id": "flood_risk",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.01,
   "se": 0.01,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf. Interaction of the SLR exposure dummy with nonprimary homeowner (homestead-exemption) status; effect for that buyer group."
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "SLR exposure 5 to 6 ft & PHOs",
   "taxonomy_id": "flood_risk",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.05,
   "se": 0.01,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf. Interaction of the SLR exposure dummy with primary homeowner (homestead-exemption) status; effect for that buyer group."
  },
  {
   "model_id": "T5-c2",
   "var_name_printed": "SLR exposure 5 to 6 ft & PHOs",
   "taxonomy_id": "flood_risk",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.003,
   "se": 0.01,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf. Interaction of the SLR exposure dummy with primary homeowner (homestead-exemption) status; effect for that buyer group."
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "SLR exposure 5 to 6 ft & NPHOs",
   "taxonomy_id": "flood_risk",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.01,
   "se": 0.01,
   "t": null,
   "p": null,
   "p_stars": ".",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf. Interaction of the SLR exposure dummy with nonprimary homeowner (homestead-exemption) status; effect for that buyer group."
  },
  {
   "model_id": "T5-c2",
   "var_name_printed": "SLR exposure 5 to 6 ft & NPHOs",
   "taxonomy_id": "flood_risk",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.02,
   "se": 0.01,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 7,
   "confidence": "medium",
   "notes": "Dependent-variable transformation not stated in the paper (see model notes); coefficient recorded exactly as printed. Dummy = 1 if the property centroid falls within the NOAA sea-level-rise inundation layer for the stated scenario band (elevation exposure); mapped to flood_risk as nearest leaf. Interaction of the SLR exposure dummy with nonprimary homeowner (homestead-exemption) status; effect for that buyer group."
  }
 ]
}