{
 "record_id": "5bcd886348a12f52aa055354a9647ba5c4fa64c4",
 "eligible": true,
 "exclusion_reason": null,
 "study": {
  "title": "Giving Eyes to Automated Valuation Models: Computer Vision Assessment of Interior Home Condition",
  "year": 2026,
  "doi": "10.1007/s11146-026-10071-w",
  "country": "Norway",
  "region_city": "Oslo",
  "sample_start": 2022,
  "sample_end": 2023,
  "property_type": "condo_apartment",
  "price_type": "transaction",
  "data_source": "Boligmappa AS: 15,702 condominium transactions in Oslo, Jan 2022-Dec 2023, matched with 393,914 listing images",
  "document_type": "journal",
  "estimators": [
   "OLS"
  ],
  "spatial_method": "none (district or postal-code fixed effects)",
  "time_fe": true,
  "location_fe": true,
  "se_type": "unknown",
  "n_obs_total": 15702,
  "ai_methods": [
   "CNN image classification (room type and 1-5 condition per room)",
   "XGBoost AVM with SHAP (not extracted)"
  ],
  "notes": "Hedonic linear regression (HLR): dependent variable = natural log of sales price per m2; coefficients interpreted as percentage effects. Only the computer-vision condition coefficients are printed (Tables 5-7); conventional dwelling attributes ('Dwelling Attributes: Yes') are included but their coefficients are not reported, so none are extracted. Condition variables: CondAverage = mean 1-5 condition across rooms (continuous); CondBath/CondBed/CondLiv/CondKit = room-specific condition level dummies, reference level 4; '---' = no observations (not extracted). Only stars printed (*p<0.1; **p<0.05; ***p<0.01), no SEs. Table 7 (appendix, p.31) repeats Table 6 with district instead of postal-code FE. XGBoost SHAP results are not hedonic coefficients and are not extracted."
 },
 "models": [
  {
   "model_id": "T5-c1",
   "table": "5",
   "column": "1",
   "page": 21,
   "dep_var": "ln(sales price per m2)",
   "dep_transform": "log",
   "estimator": "OLS",
   "n_obs": 15702,
   "r2": 0.6981,
   "se_or_t_in_parentheses": "none",
   "sample_subset": "Room-specific condition dummies; year x quarter FE + city district FE; R2 is adjusted"
  },
  {
   "model_id": "T5-c2",
   "table": "5",
   "column": "2",
   "page": 21,
   "dep_var": "ln(sales price per m2)",
   "dep_transform": "log",
   "estimator": "OLS",
   "n_obs": 12084,
   "r2": 0.6952,
   "se_or_t_in_parentheses": "none",
   "sample_subset": "Average condition (continuous); year x quarter FE + district FE; R2 adjusted"
  },
  {
   "model_id": "T5-c3",
   "table": "5",
   "column": "3",
   "page": 21,
   "dep_var": "ln(sales price per m2)",
   "dep_transform": "log",
   "estimator": "OLS",
   "n_obs": 15702,
   "r2": 0.772,
   "se_or_t_in_parentheses": "none",
   "sample_subset": "Room-specific condition dummies; year x quarter FE + postal code FE; R2 adjusted"
  },
  {
   "model_id": "T5-c4",
   "table": "5",
   "column": "4",
   "page": 21,
   "dep_var": "ln(sales price per m2)",
   "dep_transform": "log",
   "estimator": "OLS",
   "n_obs": 12084,
   "r2": 0.771,
   "se_or_t_in_parentheses": "none",
   "sample_subset": "Average condition (continuous); year x quarter FE + postal code FE; R2 adjusted"
  },
  {
   "model_id": "T6-c1",
   "table": "6",
   "column": "1 Cheap homes",
   "page": 22,
   "dep_var": "ln(sales price per m2)",
   "dep_transform": "log",
   "estimator": "OLS",
   "n_obs": 3926,
   "r2": 0.714,
   "se_or_t_in_parentheses": "none",
   "sample_subset": "Lowest transaction-price quartile; postal code FE; R2 adjusted"
  },
  {
   "model_id": "T6-c2",
   "table": "6",
   "column": "2 Expensive homes",
   "page": 22,
   "dep_var": "ln(sales price per m2)",
   "dep_transform": "log",
   "estimator": "OLS",
   "n_obs": 3926,
   "r2": 0.283,
   "se_or_t_in_parentheses": "none",
   "sample_subset": "Highest transaction-price quartile; postal code FE; R2 adjusted"
  },
  {
   "model_id": "T6-c3",
   "table": "6",
   "column": "3 Few pictures",
   "page": 22,
   "dep_var": "ln(sales price per m2)",
   "dep_transform": "log",
   "estimator": "OLS",
   "n_obs": 3110,
   "r2": 0.861,
   "se_or_t_in_parentheses": "none",
   "sample_subset": "Quartile with fewest listing images; postal code FE; R2 adjusted"
  },
  {
   "model_id": "T6-c4",
   "table": "6",
   "column": "4 Many pictures",
   "page": 22,
   "dep_var": "ln(sales price per m2)",
   "dep_transform": "log",
   "estimator": "OLS",
   "n_obs": 3105,
   "r2": 0.694,
   "se_or_t_in_parentheses": "none",
   "sample_subset": "Quartile with most listing images; postal code FE; R2 adjusted"
  },
  {
   "model_id": "T6-c5",
   "table": "6",
   "column": "5 Full",
   "page": 22,
   "dep_var": "ln(sales price per m2)",
   "dep_transform": "log",
   "estimator": "OLS",
   "n_obs": 15702,
   "r2": 0.756,
   "se_or_t_in_parentheses": "none",
   "sample_subset": "Full sample with postal code FE + broker FE; R2 adjusted"
  },
  {
   "model_id": "T7-c1",
   "table": "7",
   "column": "1 Cheap homes",
   "page": 31,
   "dep_var": "ln(sales price per m2)",
   "dep_transform": "log",
   "estimator": "OLS",
   "n_obs": 3926,
   "r2": 0.608,
   "se_or_t_in_parentheses": "none",
   "sample_subset": "Appendix: lowest price quartile; district FE; R2 adjusted"
  },
  {
   "model_id": "T7-c2",
   "table": "7",
   "column": "2 Expensive homes",
   "page": 31,
   "dep_var": "ln(sales price per m2)",
   "dep_transform": "log",
   "estimator": "OLS",
   "n_obs": 3926,
   "r2": 0.141,
   "se_or_t_in_parentheses": "none",
   "sample_subset": "Appendix: highest price quartile; district FE; R2 adjusted"
  },
  {
   "model_id": "T7-c3",
   "table": "7",
   "column": "3 Few pictures",
   "page": 31,
   "dep_var": "ln(sales price per m2)",
   "dep_transform": "log",
   "estimator": "OLS",
   "n_obs": 3110,
   "r2": 0.825,
   "se_or_t_in_parentheses": "none",
   "sample_subset": "Appendix: fewest images quartile; district FE; R2 adjusted"
  },
  {
   "model_id": "T7-c4",
   "table": "7",
   "column": "4 Many pictures",
   "page": 31,
   "dep_var": "ln(sales price per m2)",
   "dep_transform": "log",
   "estimator": "OLS",
   "n_obs": 3105,
   "r2": 0.592,
   "se_or_t_in_parentheses": "none",
   "sample_subset": "Appendix: most images quartile; district FE; R2 adjusted"
  },
  {
   "model_id": "T7-c5",
   "table": "7",
   "column": "5 Full",
   "page": 31,
   "dep_var": "ln(sales price per m2)",
   "dep_transform": "log",
   "estimator": "OLS",
   "n_obs": 15702,
   "r2": 0.707,
   "se_or_t_in_parentheses": "none",
   "sample_subset": "Appendix: full sample; district FE + broker FE; R2 adjusted"
  }
 ],
 "coefficients": [
  {
   "model_id": "T5-c2",
   "var_name_printed": "CondAverage",
   "taxonomy_id": "image_condition",
   "x_transform": "level",
   "x_unit": "index (1-5 condition scale, room average)",
   "beta": 0.087,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 21,
   "confidence": "high",
   "notes": "Computer-vision average condition across rooms, continuous 1-5"
  },
  {
   "model_id": "T5-c4",
   "var_name_printed": "CondAverage",
   "taxonomy_id": "image_condition",
   "x_transform": "level",
   "x_unit": "index (1-5 condition scale, room average)",
   "beta": 0.082,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 21,
   "confidence": "high",
   "notes": "Computer-vision average condition across rooms, continuous 1-5"
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "CondBath = 1",
   "taxonomy_id": "image_condition",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.062,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 21,
   "confidence": "high",
   "notes": "Computer-vision bathroom condition level 1 dummy; reference level 4"
  },
  {
   "model_id": "T5-c3",
   "var_name_printed": "CondBath = 1",
   "taxonomy_id": "image_condition",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.057,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 21,
   "confidence": "high",
   "notes": "Computer-vision bathroom condition level 1 dummy; reference level 4"
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "CondBath = 2",
   "taxonomy_id": "image_condition",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.05,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 21,
   "confidence": "high",
   "notes": "Computer-vision bathroom condition level 2 dummy; reference level 4"
  },
  {
   "model_id": "T5-c3",
   "var_name_printed": "CondBath = 2",
   "taxonomy_id": "image_condition",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.041,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 21,
   "confidence": "high",
   "notes": "Computer-vision bathroom condition level 2 dummy; reference level 4"
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "CondBath = 3",
   "taxonomy_id": "image_condition",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.011,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 21,
   "confidence": "high",
   "notes": "Computer-vision bathroom condition level 3 dummy; reference level 4"
  },
  {
   "model_id": "T5-c3",
   "var_name_printed": "CondBath = 3",
   "taxonomy_id": "image_condition",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.014,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 21,
   "confidence": "high",
   "notes": "Computer-vision bathroom condition level 3 dummy; reference level 4"
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "CondBath = 5",
   "taxonomy_id": "image_condition",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.027,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 21,
   "confidence": "high",
   "notes": "Computer-vision bathroom condition level 5 dummy; reference level 4"
  },
  {
   "model_id": "T5-c3",
   "var_name_printed": "CondBath = 5",
   "taxonomy_id": "image_condition",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.025,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 21,
   "confidence": "high",
   "notes": "Computer-vision bathroom condition level 5 dummy; reference level 4"
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "CondBed = 1",
   "taxonomy_id": "image_condition",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.099,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 21,
   "confidence": "high",
   "notes": "Computer-vision bedroom condition level 1 dummy; reference level 4"
  },
  {
   "model_id": "T5-c3",
   "var_name_printed": "CondBed = 1",
   "taxonomy_id": "image_condition",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.087,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 21,
   "confidence": "high",
   "notes": "Computer-vision bedroom condition level 1 dummy; reference level 4"
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "CondBed = 2",
   "taxonomy_id": "image_condition",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.043,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 21,
   "confidence": "high",
   "notes": "Computer-vision bedroom condition level 2 dummy; reference level 4"
  },
  {
   "model_id": "T5-c3",
   "var_name_printed": "CondBed = 2",
   "taxonomy_id": "image_condition",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.031,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 21,
   "confidence": "high",
   "notes": "Computer-vision bedroom condition level 2 dummy; reference level 4"
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "CondBed = 3",
   "taxonomy_id": "image_condition",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.004,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 21,
   "confidence": "high",
   "notes": "Computer-vision bedroom condition level 3 dummy; reference level 4"
  },
  {
   "model_id": "T5-c3",
   "var_name_printed": "CondBed = 3",
   "taxonomy_id": "image_condition",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.003,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 21,
   "confidence": "high",
   "notes": "Computer-vision bedroom condition level 3 dummy; reference level 4"
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "CondBed = 5",
   "taxonomy_id": "image_condition",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.136,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 21,
   "confidence": "high",
   "notes": "Computer-vision bedroom condition level 5 dummy; reference level 4"
  },
  {
   "model_id": "T5-c3",
   "var_name_printed": "CondBed = 5",
   "taxonomy_id": "image_condition",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.145,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "*",
   "ci_lo": null,
   "ci_hi": null,
   "page": 21,
   "confidence": "high",
   "notes": "Computer-vision bedroom condition level 5 dummy; reference level 4"
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "CondLiv = 2",
   "taxonomy_id": "image_condition",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.045,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 21,
   "confidence": "high",
   "notes": "Computer-vision living room condition level 2 dummy; reference level 4"
  },
  {
   "model_id": "T5-c3",
   "var_name_printed": "CondLiv = 2",
   "taxonomy_id": "image_condition",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.039,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 21,
   "confidence": "high",
   "notes": "Computer-vision living room condition level 2 dummy; reference level 4"
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "CondLiv = 3",
   "taxonomy_id": "image_condition",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.011,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 21,
   "confidence": "high",
   "notes": "Computer-vision living room condition level 3 dummy; reference level 4"
  },
  {
   "model_id": "T5-c3",
   "var_name_printed": "CondLiv = 3",
   "taxonomy_id": "image_condition",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.01,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 21,
   "confidence": "high",
   "notes": "Computer-vision living room condition level 3 dummy; reference level 4"
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "CondLiv = 5",
   "taxonomy_id": "image_condition",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.021,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 21,
   "confidence": "high",
   "notes": "Computer-vision living room condition level 5 dummy; reference level 4"
  },
  {
   "model_id": "T5-c3",
   "var_name_printed": "CondLiv = 5",
   "taxonomy_id": "image_condition",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.015,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 21,
   "confidence": "high",
   "notes": "Computer-vision living room condition level 5 dummy; reference level 4"
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "CondKit = 1",
   "taxonomy_id": "image_condition",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.172,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 21,
   "confidence": "high",
   "notes": "Computer-vision kitchen condition level 1 dummy; reference level 4"
  },
  {
   "model_id": "T5-c3",
   "var_name_printed": "CondKit = 1",
   "taxonomy_id": "image_condition",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.181,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 21,
   "confidence": "high",
   "notes": "Computer-vision kitchen condition level 1 dummy; reference level 4"
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "CondKit = 2",
   "taxonomy_id": "image_condition",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.087,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 21,
   "confidence": "high",
   "notes": "Computer-vision kitchen condition level 2 dummy; reference level 4"
  },
  {
   "model_id": "T5-c3",
   "var_name_printed": "CondKit = 2",
   "taxonomy_id": "image_condition",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.091,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 21,
   "confidence": "high",
   "notes": "Computer-vision kitchen condition level 2 dummy; reference level 4"
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "CondKit = 3",
   "taxonomy_id": "image_condition",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.036,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 21,
   "confidence": "high",
   "notes": "Computer-vision kitchen condition level 3 dummy; reference level 4"
  },
  {
   "model_id": "T5-c3",
   "var_name_printed": "CondKit = 3",
   "taxonomy_id": "image_condition",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.037,
   "se": null,
   "t": null,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 21,
   "confidence": "high",
   "notes": "Computer-vision kitchen condition level 3 dummy; reference level 4"
  },
  {
   "model_id": "T5-c1",
   "var_name_printed": "CondKit = 5",
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   "se": null,
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   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 31,
   "confidence": "high",
   "notes": "Computer-vision kitchen condition level 2 dummy; reference level 4"
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   "model_id": "T7-c5",
   "var_name_printed": "CondKit = 2",
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   "confidence": "high",
   "notes": "Computer-vision kitchen condition level 2 dummy; reference level 4"
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   "model_id": "T7-c1",
   "var_name_printed": "CondKit = 3",
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   "x_unit": "binary",
   "beta": -0.022,
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   "confidence": "high",
   "notes": "Computer-vision kitchen condition level 3 dummy; reference level 4"
  },
  {
   "model_id": "T7-c2",
   "var_name_printed": "CondKit = 3",
   "taxonomy_id": "image_condition",
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   "x_unit": "binary",
   "beta": -0.012,
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   "confidence": "high",
   "notes": "Computer-vision kitchen condition level 3 dummy; reference level 4"
  },
  {
   "model_id": "T7-c3",
   "var_name_printed": "CondKit = 3",
   "taxonomy_id": "image_condition",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.037,
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   "confidence": "high",
   "notes": "Computer-vision kitchen condition level 3 dummy; reference level 4"
  },
  {
   "model_id": "T7-c4",
   "var_name_printed": "CondKit = 3",
   "taxonomy_id": "image_condition",
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   "x_unit": "binary",
   "beta": -0.034,
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   "page": 31,
   "confidence": "high",
   "notes": "Computer-vision kitchen condition level 3 dummy; reference level 4"
  },
  {
   "model_id": "T7-c5",
   "var_name_printed": "CondKit = 3",
   "taxonomy_id": "image_condition",
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   "x_unit": "binary",
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   "page": 31,
   "confidence": "high",
   "notes": "Computer-vision kitchen condition level 3 dummy; reference level 4"
  },
  {
   "model_id": "T7-c1",
   "var_name_printed": "CondKit = 5",
   "taxonomy_id": "image_condition",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": -0.029,
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   "ci_lo": null,
   "ci_hi": null,
   "page": 31,
   "confidence": "high",
   "notes": "Computer-vision kitchen condition level 5 dummy; reference level 4"
  },
  {
   "model_id": "T7-c2",
   "var_name_printed": "CondKit = 5",
   "taxonomy_id": "image_condition",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.052,
   "se": null,
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   "p": null,
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   "ci_lo": null,
   "ci_hi": null,
   "page": 31,
   "confidence": "high",
   "notes": "Computer-vision kitchen condition level 5 dummy; reference level 4"
  },
  {
   "model_id": "T7-c3",
   "var_name_printed": "CondKit = 5",
   "taxonomy_id": "image_condition",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.089,
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   "ci_lo": null,
   "ci_hi": null,
   "page": 31,
   "confidence": "high",
   "notes": "Computer-vision kitchen condition level 5 dummy; reference level 4"
  },
  {
   "model_id": "T7-c4",
   "var_name_printed": "CondKit = 5",
   "taxonomy_id": "image_condition",
   "x_transform": "dummy",
   "x_unit": "binary",
   "beta": 0.066,
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   "page": 31,
   "confidence": "high",
   "notes": "Computer-vision kitchen condition level 5 dummy; reference level 4"
  },
  {
   "model_id": "T7-c5",
   "var_name_printed": "CondKit = 5",
   "taxonomy_id": "image_condition",
   "x_transform": "dummy",
   "x_unit": "binary",
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   "notes": "Computer-vision kitchen condition level 5 dummy; reference level 4"
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}