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1{2 "record_id": "dfd836c56fd33dc021acfdf9971e3bbd78377b82",3 "eligible": true,4 "exclusion_reason": null,5 "study": {6  "title": "Costos de contaminación ambiental en la valoración de inmuebles en la ciudad de Cuenca: estudio de la depreciación en sectores de alta contaminación",7  "year": 2025,8  "doi": "10.26871/killkanasocial.v9i1.1581",9  "country": "Ecuador",10  "region_city": "Cuenca",11  "sample_start": 2018,12  "sample_end": 2018,13  "property_type": "mixed",14  "price_type": "appraisal",15  "data_source": "Cadastral valuations (Departamento de Avalúos y Catastros, Cuenca, updated to 2018), EMOV NO2 and noise measurements, Consejo de Seguridad Ciudadana crime/accident indices, CGA",16  "document_type": "journal",17  "estimators": [18   "OLS"19  ],20  "spatial_method": "none",21  "time_fe": false,22  "location_fe": false,23  "se_type": "robust",24  "n_obs_total": 101598,25  "ai_methods": [],26  "notes": "Dependent variable = natural log of cadastral value per m2 of built area (USD/m2; mean 192.14 USD/m2). OLS with White heteroskedasticity-consistent (robust) standard errors in parentheses; *** p<0.01, ** p<0.05, * p<0.1. Three models: full sample (n=101,598), villas = detached houses (n=72,198), edificios = buildings/apartments (n=28,993). Table 3 (p.13) gives environmental, neighbourhood and location coefficients; Table A1 (pp.19-20) continues with structural/material coefficients for the same models. Age enters as log(age) per Table 1 although Table 3 prints 'antigüedad'. Accidents and robberies are ordinal frequency indices from -3 (least frequent) to 3 (most frequent). NO2 in ug/m3 (Figure 1); noise in dB. Prices are cadastral appraisals, not transactions. Decimal commas in source converted to points."27 },28 "models": [29  {30   "model_id": "T3-c1",31   "table": "3",32   "column": "Muestra total",33   "page": 13,34   "dep_var": "ln(cadastral value per m2 built, USD)",35   "dep_transform": "log",36   "estimator": "OLS",37   "n_obs": 101598,38   "r2": 0.7385,39   "se_or_t_in_parentheses": "se",40   "sample_subset": "Full sample; robust SE in parentheses; Table A1 (pp.19-20) continues the same model"41  },42  {43   "model_id": "T3-c2",44   "table": "3",45   "column": "Villas",46   "page": 13,47   "dep_var": "ln(cadastral value per m2 built, USD)",48   "dep_transform": "log",49   "estimator": "OLS",50   "n_obs": 72198,51   "r2": 0.758,52   "se_or_t_in_parentheses": "se",53   "sample_subset": "Villas (detached houses); robust SE in parentheses; Table A1 (pp.19-20) continues the same model"54  },55  {56   "model_id": "T3-c3",57   "table": "3",58   "column": "Edificios",59   "page": 13,60   "dep_var": "ln(cadastral value per m2 built, USD)",61   "dep_transform": "log",62   "estimator": "OLS",63   "n_obs": 28993,64   "r2": 0.5837,65   "se_or_t_in_parentheses": "se",66   "sample_subset": "Edificios (buildings/apartments); robust SE in parentheses; Table A1 (pp.19-20) continues the same model"67  }68 ],69 "coefficients": [70  {71   "model_id": "T3-c1",72   "var_name_printed": "NO2",73   "taxonomy_id": "air_pollution",74   "x_transform": "level",75   "x_unit": "ug/m3",76   "beta": -0.0079,77   "se": 0.0008,78   "t": null,79   "p": null,80   "p_stars": "***",81   "ci_lo": null,82   "ci_hi": null,83   "page": 13,84   "confidence": "high",85   "notes": "nitrogen dioxide concentration near the property (mean 24.36)"86  },87  {88   "model_id": "T3-c2",89   "var_name_printed": "NO2",90   "taxonomy_id": "air_pollution",91   "x_transform": "level",92   "x_unit": "ug/m3",93   "beta": -0.0014,94   "se": 0.0008,95   "t": null,96   "p": null,97   "p_stars": "*",98   "ci_lo": null,99   "ci_hi": null,100   "page": 13,101   "confidence": "high",102   "notes": "nitrogen dioxide concentration near the property (mean 24.36)"103  },104  {105   "model_id": "T3-c3",106   "var_name_printed": "NO2",107   "taxonomy_id": "air_pollution",108   "x_transform": "level",109   "x_unit": "ug/m3",110   "beta": -0.0243,111   "se": 0.0017,112   "t": null,113   "p": null,114   "p_stars": "***",115   "ci_lo": null,116   "ci_hi": null,117   "page": 13,118   "confidence": "high",119   "notes": "nitrogen dioxide concentration near the property (mean 24.36)"120  },121  {122   "model_id": "T3-c1",123   "var_name_printed": "Ruido",124   "taxonomy_id": "noise",125   "x_transform": "level",126   "x_unit": "db",127   "beta": -0.0013,128   "se": 0.0006,129   "t": null,130   "p": null,131   "p_stars": "**",132   "ci_lo": null,133   "ci_hi": null,134   "page": 13,135   "confidence": "high",136   "notes": "day/night noise level in decibels"137  },138  {139   "model_id": "T3-c2",140   "var_name_printed": "Ruido",141   "taxonomy_id": "noise",142   "x_transform": "level",143   "x_unit": "db",144   "beta": 0.0,145   "se": 0.0006,146   "t": null,147   "p": null,148   "p_stars": "",149   "ci_lo": null,150   "ci_hi": null,151   "page": 13,152   "confidence": "high",153   "notes": "day/night noise level in decibels"154  },155  {156   "model_id": "T3-c3",157   "var_name_printed": "Ruido",158   "taxonomy_id": "noise",159   "x_transform": "level",160   "x_unit": "db",161   "beta": -0.0094,162   "se": 0.0015,163   "t": null,164   "p": null,165   "p_stars": "***",166   "ci_lo": null,167   "ci_hi": null,168   "page": 13,169   "confidence": "high",170   "notes": "day/night noise level in decibels"171  },172  {173   "model_id": "T3-c1",174   "var_name_printed": "antigüedad",175   "taxonomy_id": "age",176   "x_transform": "log",177   "x_unit": "years",178   "beta": -0.3089,179   "se": 0.0021,180   "t": null,181   "p": null,182   "p_stars": "***",183   "ci_lo": null,184   "ci_hi": null,185   "page": 13,186   "confidence": "high",187   "notes": "Table 1 defines as logarithm of building age"188  },189  {190   "model_id": "T3-c2",191   "var_name_printed": "antigüedad",192   "taxonomy_id": "age",193   "x_transform": "log",194   "x_unit": "years",195   "beta": -0.2807,196   "se": 0.0024,197   "t": null,198   "p": null,199   "p_stars": "***",200   "ci_lo": null,201   "ci_hi": null,202   "page": 13,203   "confidence": "high",204   "notes": "Table 1 defines as logarithm of building age"205  },206  {207   "model_id": "T3-c3",208   "var_name_printed": "antigüedad",209   "taxonomy_id": "age",210   "x_transform": "log",211   "x_unit": "years",212   "beta": -0.37,213   "se": 0.0038,214   "t": null,215   "p": null,216   "p_stars": "***",217   "ci_lo": null,218   "ci_hi": null,219   "page": 13,220   "confidence": "high",221   "notes": "Table 1 defines as logarithm of building age"222  },223  {224   "model_id": "T3-c1",225   "var_name_printed": "accidentes",226   "taxonomy_id": "other",227   "x_transform": "level",228   "x_unit": "index -3 to 3 (traffic accident frequency)",229   "beta": -0.032,230   "se": 0.0013,231   "t": null,232   "p": null,233   "p_stars": "***",234   "ci_lo": null,235   "ci_hi": null,236   "page": 13,237   "confidence": "high",238   "notes": "frequency of car accidents in the zone, scale -3 (least) to 3 (most)"239  },240  {241   "model_id": "T3-c2",242   "var_name_printed": "accidentes",243   "taxonomy_id": "other",244   "x_transform": "level",245   "x_unit": "index -3 to 3 (traffic accident frequency)",246   "beta": -0.014,247   "se": 0.0012,248   "t": null,249   "p": null,250   "p_stars": "***",251   "ci_lo": null,252   "ci_hi": null,253   "page": 13,254   "confidence": "high",255   "notes": "frequency of car accidents in the zone, scale -3 (least) to 3 (most)"256  },257  {258   "model_id": "T3-c3",259   "var_name_printed": "accidentes",260   "taxonomy_id": "other",261   "x_transform": "level",262   "x_unit": "index -3 to 3 (traffic accident frequency)",263   "beta": -0.0977,264   "se": 0.0039,265   "t": null,266   "p": null,267   "p_stars": "***",268   "ci_lo": null,269   "ci_hi": null,270   "page": 13,271   "confidence": "high",272   "notes": "frequency of car accidents in the zone, scale -3 (least) to 3 (most)"273  },274  {275   "model_id": "T3-c1",276   "var_name_printed": "robos",277   "taxonomy_id": "crime",278   "x_transform": "level",279   "x_unit": "index -3 to 3 (robbery frequency)",280   "beta": 0.0014,281   "se": 0.0016,282   "t": null,283   "p": null,284   "p_stars": "",285   "ci_lo": null,286   "ci_hi": null,287   "page": 13,288   "confidence": "high",289   "notes": "(personal robbery + house burglary)/2, scale -3 to 3"290  },291  {292   "model_id": "T3-c2",293   "var_name_printed": "robos",294   "taxonomy_id": "crime",295   "x_transform": "level",296   "x_unit": "index -3 to 3 (robbery frequency)",297   "beta": -0.0205,298   "se": 0.0015,299   "t": null,300   "p": null,301   "p_stars": "***",302   "ci_lo": null,303   "ci_hi": null,304   "page": 13,305   "confidence": "high",306   "notes": "(personal robbery + house burglary)/2, scale -3 to 3"307  },308  {309   "model_id": "T3-c3",310   "var_name_printed": "robos",311   "taxonomy_id": "crime",312   "x_transform": "level",313   "x_unit": "index -3 to 3 (robbery frequency)",314   "beta": 0.0624,315   "se": 0.0042,316   "t": null,317   "p": null,318   "p_stars": "***",319   "ci_lo": null,320   "ci_hi": null,321   "page": 13,322   "confidence": "high",323   "notes": "(personal robbery + house burglary)/2, scale -3 to 3"324  },325  {326   "model_id": "T3-c1",327   "var_name_printed": "distancia al centro",328   "taxonomy_id": "cbd_distance",329   "x_transform": "level",330   "x_unit": "km",331   "beta": -0.0126,332   "se": 0.0011,333   "t": null,334   "p": null,335   "p_stars": "***",336   "ci_lo": null,337   "ci_hi": null,338   "page": 13,339   "confidence": "high",340   "notes": "distance to historic centre in thousands of metres"341  },342  {343   "model_id": "T3-c2",344   "var_name_printed": "distancia al centro",345   "taxonomy_id": "cbd_distance",346   "x_transform": "level",347   "x_unit": "km",348   "beta": 0.0029,349   "se": 0.001,350   "t": null,351   "p": null,352   "p_stars": "***",353   "ci_lo": null,354   "ci_hi": null,355   "page": 13,356   "confidence": "high",357   "notes": "distance to historic centre in thousands of metres"358  },359  {360   "model_id": "T3-c3",361   "var_name_printed": "distancia al centro",362   "taxonomy_id": "cbd_distance",363   "x_transform": "level",364   "x_unit": "km",365   "beta": -0.0149,366   "se": 0.0027,367   "t": null,368   "p": null,369   "p_stars": "***",370   "ci_lo": null,371   "ci_hi": null,372   "page": 13,373   "confidence": "high",374   "notes": "distance to historic centre in thousands of metres"375  },376  {377   "model_id": "T3-c1",378   "var_name_printed": "río",379   "taxonomy_id": "waterfront",380   "x_transform": "binary",381   "x_unit": "binary",382   "beta": 0.0442,383   "se": 0.0038,384   "t": null,385   "p": null,386   "p_stars": "***",387   "ci_lo": null,388   "ci_hi": null,389   "page": 13,390   "confidence": "high",391   "notes": "= 1 if property fronts the river"392  },393  {394   "model_id": "T3-c2",395   "var_name_printed": "río",396   "taxonomy_id": "waterfront",397   "x_transform": "binary",398   "x_unit": "binary",399   "beta": 0.0184,400   "se": 0.0041,401   "t": null,402   "p": null,403   "p_stars": "***",404   "ci_lo": null,405   "ci_hi": null,406   "page": 13,407   "confidence": "high",408   "notes": "= 1 if property fronts the river"409  },410  {411   "model_id": "T3-c3",412   "var_name_printed": "río",413   "taxonomy_id": "waterfront",414   "x_transform": "binary",415   "x_unit": "binary",416   "beta": 0.0694,417   "se": 0.0068,418   "t": null,419   "p": null,420   "p_stars": "***",421   "ci_lo": null,422   "ci_hi": null,423   "page": 13,424   "confidence": "high",425   "notes": "= 1 if property fronts the river"426  },427  {428   "model_id": "T3-c1",429   "var_name_printed": "edificio",430   "taxonomy_id": "dwelling_type",431   "x_transform": "binary",432   "x_unit": "binary",433   "beta": 0.0304,434   "se": 0.0051,435   "t": null,436   "p": null,437   "p_stars": "***",438   "ci_lo": null,439   "ci_hi": null,440   "page": 13,441   "confidence": "high",442   "notes": "= 1 if the property is a building (apartment) vs villa"443  },444  {445   "model_id": "T3-c1",446   "var_name_printed": "registro municipal",447   "taxonomy_id": "neighbourhood_amenities",448   "x_transform": "level",449   "x_unit": "count (municipal business registrations in the zone)",450   "beta": 0.0046,451   "se": 0.0001,452   "t": null,453   "p": null,454   "p_stars": "***",455   "ci_lo": null,456   "ci_hi": null,457   "page": 13,458   "confidence": "high",459   "notes": "number of municipally registered businesses in the property's zone (RMO)"460  },461  {462   "model_id": "T3-c2",463   "var_name_printed": "registro municipal",464   "taxonomy_id": "neighbourhood_amenities",465   "x_transform": "level",466   "x_unit": "count (municipal business registrations in the zone)",467   "beta": 0.001,468   "se": 0.0002,469   "t": null,470   "p": null,471   "p_stars": "***",472   "ci_lo": null,473   "ci_hi": null,474   "page": 13,475   "confidence": "high",476   "notes": "number of municipally registered businesses in the property's zone (RMO)"477  },478  {479   "model_id": "T3-c3",480   "var_name_printed": "registro municipal",481   "taxonomy_id": "neighbourhood_amenities",482   "x_transform": "level",483   "x_unit": "count (municipal business registrations in the zone)",484   "beta": 0.0055,485   "se": 0.0001,486   "t": null,487   "p": null,488   "p_stars": "***",489   "ci_lo": null,490   "ci_hi": null,491   "page": 13,492   "confidence": "high",493   "notes": "number of municipally registered businesses in the property's zone (RMO)"494  },495  {496   "model_id": "T3-c1",497   "var_name_printed": "Zona industrial",498   "taxonomy_id": "hazard_site",499   "x_transform": "binary",500   "x_unit": "binary",501   "beta": -0.1084,502   "se": 0.0142,503   "t": null,504   "p": null,505   "p_stars": "***",506   "ci_lo": null,507   "ci_hi": null,508   "page": 13,509   "confidence": "high",510   "notes": "= 1 if located in an industrial zone"511  },512  {513   "model_id": "T3-c2",514   "var_name_printed": "Zona industrial",515   "taxonomy_id": "hazard_site",516   "x_transform": "binary",517   "x_unit": "binary",518   "beta": -0.1337,519   "se": 0.0138,520   "t": null,521   "p": null,522   "p_stars": "***",523   "ci_lo": null,524   "ci_hi": null,525   "page": 13,526   "confidence": "high",527   "notes": "= 1 if located in an industrial zone"528  },529  {530   "model_id": "T3-c1",531   "var_name_printed": "Servicios 250",532   "taxonomy_id": "neighbourhood_amenities",533   "x_transform": "level",534   "x_unit": "count within 250 m",535   "beta": -0.0107,536   "se": 0.001,537   "t": null,538   "p": null,539   "p_stars": "***",540   "ci_lo": null,541   "ci_hi": null,542   "page": 13,543   "confidence": "high",544   "notes": "number of services within 250 m; blank for villas"545  },546  {547   "model_id": "T3-c3",548   "var_name_printed": "Servicios 250",549   "taxonomy_id": "neighbourhood_amenities",550   "x_transform": "level",551   "x_unit": "count within 250 m",552   "beta": -0.0135,553   "se": 0.0022,554   "t": null,555   "p": null,556   "p_stars": "***",557   "ci_lo": null,558   "ci_hi": null,559   "page": 13,560   "confidence": "high",561   "notes": "number of services within 250 m; blank for villas"562  },563  {564   "model_id": "T3-c1",565   "var_name_printed": "Terreno",566   "taxonomy_id": "lot_size",567   "x_transform": "log",568   "x_unit": "m2",569   "beta": -0.0234,570   "se": 0.0022,571   "t": null,572   "p": null,573   "p_stars": "***",574   "ci_lo": null,575   "ci_hi": null,576   "page": 19,577   "confidence": "high",578   "notes": "ln land area; full sample only"579  },580  {581   "model_id": "T3-c1",582   "var_name_printed": "Frentes",583   "taxonomy_id": "other",584   "x_transform": "log",585   "x_unit": "m (property frontage)",586   "beta": 0.0121,587   "se": 0.002,588   "t": null,589   "p": null,590   "p_stars": "***",591   "ci_lo": null,592   "ci_hi": null,593   "page": 19,594   "confidence": "high",595   "notes": "ln frontage of the property"596  },597  {598   "model_id": "T3-c1",599   "var_name_printed": "Número-pisos",600   "taxonomy_id": "storeys",601   "x_transform": "log",602   "x_unit": "count",603   "beta": -0.0132,604   "se": 0.0037,605   "t": null,606   "p": null,607   "p_stars": "***",608   "ci_lo": null,609   "ci_hi": null,610   "page": 19,611   "confidence": "high",612   "notes": "ln number of floors"613  },614  {615   "model_id": "T3-c2",616   "var_name_printed": "Número-pisos",617   "taxonomy_id": "storeys",618   "x_transform": "log",619   "x_unit": "count",620   "beta": 0.102,621   "se": 0.0041,622   "t": null,623   "p": null,624   "p_stars": "***",625   "ci_lo": null,626   "ci_hi": null,627   "page": 19,628   "confidence": "high",629   "notes": "ln number of floors"630  },631  {632   "model_id": "T3-c3",633   "var_name_printed": "Número-pisos",634   "taxonomy_id": "storeys",635   "x_transform": "log",636   "x_unit": "count",637   "beta": -0.1596,638   "se": 0.0071,639   "t": null,640   "p": null,641   "p_stars": "***",642   "ci_lo": null,643   "ci_hi": null,644   "page": 19,645   "confidence": "high",646   "notes": "ln number of floors"647  },648  {649   "model_id": "T3-c1",650   "var_name_printed": "Baños",651   "taxonomy_id": "bathrooms",652   "x_transform": "log",653   "x_unit": "count",654   "beta": 0.0074,655   "se": 0.0006,656   "t": null,657   "p": null,658   "p_stars": "***",659   "ci_lo": null,660   "ci_hi": null,661   "page": 19,662   "confidence": "high",663   "notes": "ln number of bathrooms"664  },665  {666   "model_id": "T3-c2",667   "var_name_printed": "Baños",668   "taxonomy_id": "bathrooms",669   "x_transform": "log",670   "x_unit": "count",671   "beta": 0.0196,672   "se": 0.0008,673   "t": null,674   "p": null,675   "p_stars": "***",676   "ci_lo": null,677   "ci_hi": null,678   "page": 19,679   "confidence": "high",680   "notes": "ln number of bathrooms"681  },682  {683   "model_id": "T3-c3",684   "var_name_printed": "Baños",685   "taxonomy_id": "bathrooms",686   "x_transform": "log",687   "x_unit": "count",688   "beta": 0.0118,689   "se": 0.001,690   "t": null,691   "p": null,692   "p_stars": "***",693   "ci_lo": null,694   "ci_hi": null,695   "page": 19,696   "confidence": "high",697   "notes": "ln number of bathrooms"698  },699  {700   "model_id": "T3-c1",701   "var_name_printed": "Tipo-piso: 1. Mezanine",702   "taxonomy_id": "floor_level",703   "x_transform": "dummy",704   "x_unit": "binary",705   "beta": 0.0803,706   "se": 0.0198,707   "t": null,708   "p": null,709   "p_stars": "***",710   "ci_lo": null,711   "ci_hi": null,712   "page": 19,713   "confidence": "high",714   "notes": "floor type mezzanine vs normal (reference)"715  },716  {717   "model_id": "T3-c2",718   "var_name_printed": "Tipo-piso: 1. Mezanine",719   "taxonomy_id": "floor_level",720   "x_transform": "dummy",721   "x_unit": "binary",722   "beta": 0.0256,723   "se": 0.0183,724   "t": null,725   "p": null,726   "p_stars": "",727   "ci_lo": null,728   "ci_hi": null,729   "page": 19,730   "confidence": "high",731   "notes": "floor type mezzanine vs normal (reference)"732  },733  {734   "model_id": "T3-c3",735   "var_name_printed": "Tipo-piso: 1. Mezanine",736   "taxonomy_id": "floor_level",737   "x_transform": "dummy",738   "x_unit": "binary",739   "beta": 0.1643,740   "se": 0.0446,741   "t": null,742   "p": null,743   "p_stars": "***",744   "ci_lo": null,745   "ci_hi": null,746   "page": 19,747   "confidence": "high",748   "notes": "floor type mezzanine vs normal (reference)"749  },750  {751   "model_id": "T3-c1",752   "var_name_printed": "Tipo-piso: 2. Subsuelo",753   "taxonomy_id": "floor_level",754   "x_transform": "dummy",755   "x_unit": "binary",756   "beta": -0.0353,757   "se": 0.0076,758   "t": null,759   "p": null,760   "p_stars": "***",761   "ci_lo": null,762   "ci_hi": null,763   "page": 19,764   "confidence": "high",765   "notes": "floor type basement vs normal"766  },767  {768   "model_id": "T3-c2",769   "var_name_printed": "Tipo-piso: 2. 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Hormigón armado, bloque, ladrillo",1382   "taxonomy_id": "roof_materials",1383   "x_transform": "dummy",1384   "x_unit": "binary",1385   "beta": 0.2119,1386   "se": 0.0355,1387   "t": null,1388   "p": null,1389   "p_stars": "***",1390   "ci_lo": null,1391   "ci_hi": null,1392   "page": 20,1393   "confidence": "high",1394   "notes": "walls concrete/block/brick vs none"1395  },1396  {1397   "model_id": "T3-c3",1398   "var_name_printed": "Paredes: 3. Hormigón armado, bloque, ladrillo",1399   "taxonomy_id": "roof_materials",1400   "x_transform": "dummy",1401   "x_unit": "binary",1402   "beta": -0.1391,1403   "se": 0.0424,1404   "t": null,1405   "p": null,1406   "p_stars": "***",1407   "ci_lo": null,1408   "ci_hi": null,1409   "page": 20,1410   "confidence": "high",1411   "notes": "walls concrete/block/brick vs none"1412  },1413  {1414   "model_id": "T3-c1",1415   "var_name_printed": "Cubierta: 1. Teja",1416   "taxonomy_id": "roof_materials",1417   "x_transform": "dummy",1418   "x_unit": "binary",1419   "beta": 0.0148,1420   "se": 0.006,1421   "t": null,1422   "p": null,1423   "p_stars": "**",1424   "ci_lo": null,1425   "ci_hi": null,1426   "page": 20,1427   "confidence": "high",1428   "notes": "roof cover tile vs none/straw (reference)"1429  },1430  {1431   "model_id": "T3-c2",1432   "var_name_printed": "Cubierta: 1. Teja",1433   "taxonomy_id": "roof_materials",1434   "x_transform": "dummy",1435   "x_unit": "binary",1436   "beta": 0.0856,1437   "se": 0.0075,1438   "t": null,1439   "p": null,1440   "p_stars": "***",1441   "ci_lo": null,1442   "ci_hi": null,1443   "page": 20,1444   "confidence": "high",1445   "notes": "roof cover tile vs none/straw (reference)"1446  },1447  {1448   "model_id": "T3-c3",1449   "var_name_printed": "Cubierta: 1. Teja",1450   "taxonomy_id": "roof_materials",1451   "x_transform": "dummy",1452   "x_unit": "binary",1453   "beta": 0.1007,1454   "se": 0.0117,1455   "t": null,1456   "p": null,1457   "p_stars": "***",1458   "ci_lo": null,1459   "ci_hi": null,1460   "page": 20,1461   "confidence": "high",1462   "notes": "roof cover tile vs none/straw (reference)"1463  },1464  {1465   "model_id": "T3-c1",1466   "var_name_printed": "Cubierta: 2. Zinc, madera, ladrillo",1467   "taxonomy_id": "roof_materials",1468   "x_transform": "dummy",1469   "x_unit": "binary",1470   "beta": -0.0763,1471   "se": 0.0189,1472   "t": null,1473   "p": null,1474   "p_stars": "***",1475   "ci_lo": null,1476   "ci_hi": null,1477   "page": 20,1478   "confidence": "high",1479   "notes": "roof cover zinc/wood/brick vs none"1480  },1481  {1482   "model_id": "T3-c2",1483   "var_name_printed": "Cubierta: 2. Zinc, madera, ladrillo",1484   "taxonomy_id": "roof_materials",1485   "x_transform": "dummy",1486   "x_unit": "binary",1487   "beta": 0.0528,1488   "se": 0.0183,1489   "t": null,1490   "p": null,1491   "p_stars": "***",1492   "ci_lo": null,1493   "ci_hi": null,1494   "page": 20,1495   "confidence": "high",1496   "notes": "roof cover zinc/wood/brick vs none"1497  },1498  {1499   "model_id": "T3-c3",1500   "var_name_printed": "Cubierta: 2. Zinc, madera, ladrillo",1501   "taxonomy_id": "roof_materials",1502   "x_transform": "dummy",1503   "x_unit": "binary",1504   "beta": -0.1581,1505   "se": 0.1007,1506   "t": null,1507   "p": null,1508   "p_stars": "",1509   "ci_lo": null,1510   "ci_hi": null,1511   "page": 20,1512   "confidence": "high",1513   "notes": "roof cover zinc/wood/brick vs none"1514  },1515  {1516   "model_id": "T3-c1",1517   "var_name_printed": "Cubierta: 3. Hormigón armado, asbesto",1518   "taxonomy_id": "roof_materials",1519   "x_transform": "dummy",1520   "x_unit": "binary",1521   "beta": 0.1344,1522   "se": 0.0031,1523   "t": null,1524   "p": null,1525   "p_stars": "***",1526   "ci_lo": null,1527   "ci_hi": null,1528   "page": 20,1529   "confidence": "high",1530   "notes": "roof cover reinforced concrete/asbestos vs none"1531  },1532  {1533   "model_id": "T3-c2",1534   "var_name_printed": "Cubierta: 3. Hormigón armado, asbesto",1535   "taxonomy_id": "roof_materials",1536   "x_transform": "dummy",1537   "x_unit": "binary",1538   "beta": 0.0758,1539   "se": 0.0029,1540   "t": null,1541   "p": null,1542   "p_stars": "***",1543   "ci_lo": null,1544   "ci_hi": null,1545   "page": 20,1546   "confidence": "high",1547   "notes": "roof cover reinforced concrete/asbestos vs none"1548  },1549  {1550   "model_id": "T3-c3",1551   "var_name_printed": "Cubierta: 3. Hormigón armado, asbesto",1552   "taxonomy_id": "roof_materials",1553   "x_transform": "dummy",1554   "x_unit": "binary",1555   "beta": 0.3149,1556   "se": 0.0096,1557   "t": null,1558   "p": null,1559   "p_stars": "***",1560   "ci_lo": null,1561   "ci_hi": null,1562   "page": 20,1563   "confidence": "high",1564   "notes": "roof cover reinforced concrete/asbestos vs none"1565  },1566  {1567   "model_id": "T3-c1",1568   "var_name_printed": "Piso: 1. Ladrillo, madera, piedra",1569   "taxonomy_id": "flooring",1570   "x_transform": "dummy",1571   "x_unit": "binary",1572   "beta": -0.0564,1573   "se": 0.0132,1574   "t": null,1575   "p": null,1576   "p_stars": "***",1577   "ci_lo": null,1578   "ci_hi": null,1579   "page": 20,1580   "confidence": "high",1581   "notes": "flooring brick/wood/stone vs none (reference)"1582  },1583  {1584   "model_id": "T3-c2",1585   "var_name_printed": "Piso: 1. Ladrillo, madera, piedra",1586   "taxonomy_id": "flooring",1587   "x_transform": "dummy",1588   "x_unit": "binary",1589   "beta": 0.0703,1590   "se": 0.0122,1591   "t": null,1592   "p": null,1593   "p_stars": "***",1594   "ci_lo": null,1595   "ci_hi": null,1596   "page": 20,1597   "confidence": "high",1598   "notes": "flooring brick/wood/stone vs none (reference)"1599  },1600  {1601   "model_id": "T3-c3",1602   "var_name_printed": "Piso: 1. Ladrillo, madera, piedra",1603   "taxonomy_id": "flooring",1604   "x_transform": "dummy",1605   "x_unit": "binary",1606   "beta": -0.5387,1607   "se": 0.0388,1608   "t": null,1609   "p": null,1610   "p_stars": "***",1611   "ci_lo": null,1612   "ci_hi": null,1613   "page": 20,1614   "confidence": "high",1615   "notes": "flooring brick/wood/stone vs none (reference)"1616  },1617  {1618   "model_id": "T3-c1",1619   "var_name_printed": "Piso: 2. Cerámica, parquet, vinilo, moqueta, baldosa, mármol",1620   "taxonomy_id": "flooring",1621   "x_transform": "dummy",1622   "x_unit": "binary",1623   "beta": 0.0013,1624   "se": 0.0132,1625   "t": null,1626   "p": null,1627   "p_stars": "",1628   "ci_lo": null,1629   "ci_hi": null,1630   "page": 20,1631   "confidence": "high",1632   "notes": "flooring ceramic/parquet/vinyl/carpet/tile/marble vs none"1633  },1634  {1635   "model_id": "T3-c2",1636   "var_name_printed": "Piso: 2. Cerámica, parquet, vinilo, moqueta, baldosa, mármol",1637   "taxonomy_id": "flooring",1638   "x_transform": "dummy",1639   "x_unit": "binary",1640   "beta": 0.1249,1641   "se": 0.0122,1642   "t": null,1643   "p": null,1644   "p_stars": "***",1645   "ci_lo": null,1646   "ci_hi": null,1647   "page": 20,1648   "confidence": "high",1649   "notes": "flooring ceramic/parquet/vinyl/carpet/tile/marble vs none"1650  },1651  {1652   "model_id": "T3-c3",1653   "var_name_printed": "Piso: 2. Cerámica, parquet, vinilo, moqueta, baldosa, mármol",1654   "taxonomy_id": "flooring",1655   "x_transform": "dummy",1656   "x_unit": "binary",1657   "beta": -0.4724,1658   "se": 0.0373,1659   "t": null,1660   "p": null,1661   "p_stars": "***",1662   "ci_lo": null,1663   "ci_hi": null,1664   "page": 20,1665   "confidence": "high",1666   "notes": "flooring ceramic/parquet/vinyl/carpet/tile/marble vs none"1667  },1668  {1669   "model_id": "T3-c1",1670   "var_name_printed": "Puerta: 1. Madera",1671   "taxonomy_id": "roof_materials",1672   "x_transform": "dummy",1673   "x_unit": "binary",1674   "beta": 0.1995,1675   "se": 0.019,1676   "t": null,1677   "p": null,1678   "p_stars": "***",1679   "ci_lo": null,1680   "ci_hi": null,1681   "page": 20,1682   "confidence": "high",1683   "notes": "wooden doors vs none (reference)"1684  },1685  {1686   "model_id": "T3-c2",1687   "var_name_printed": "Puerta: 1. Madera",1688   "taxonomy_id": "roof_materials",1689   "x_transform": "dummy",1690   "x_unit": "binary",1691   "beta": 0.3527,1692   "se": 0.0255,1693   "t": null,1694   "p": null,1695   "p_stars": "***",1696   "ci_lo": null,1697   "ci_hi": null,1698   "page": 20,1699   "confidence": "high",1700   "notes": "wooden doors vs none (reference)"1701  },1702  {1703   "model_id": "T3-c3",1704   "var_name_printed": "Puerta: 1. Madera",1705   "taxonomy_id": "roof_materials",1706   "x_transform": "dummy",1707   "x_unit": "binary",1708   "beta": 0.5784,1709   "se": 0.0351,1710   "t": null,1711   "p": null,1712   "p_stars": "***",1713   "ci_lo": null,1714   "ci_hi": null,1715   "page": 20,1716   "confidence": "high",1717   "notes": "wooden doors vs none (reference)"1718  },1719  {1720   "model_id": "T3-c1",1721   "var_name_printed": "Puerta: 2. Hierro, aluminio",1722   "taxonomy_id": "roof_materials",1723   "x_transform": "dummy",1724   "x_unit": "binary",1725   "beta": 0.163,1726   "se": 0.0192,1727   "t": null,1728   "p": null,1729   "p_stars": "***",1730   "ci_lo": null,1731   "ci_hi": null,1732   "page": 20,1733   "confidence": "high",1734   "notes": "iron/aluminium doors vs none"1735  },1736  {1737   "model_id": "T3-c2",1738   "var_name_printed": "Puerta: 2. Hierro, aluminio",1739   "taxonomy_id": "roof_materials",1740   "x_transform": "dummy",1741   "x_unit": "binary",1742   "beta": 0.3292,1743   "se": 0.0252,1744   "t": null,1745   "p": null,1746   "p_stars": "***",1747   "ci_lo": null,1748   "ci_hi": null,1749   "page": 20,1750   "confidence": "high",1751   "notes": "iron/aluminium doors vs none"1752  },1753  {1754   "model_id": "T3-c3",1755   "var_name_printed": "Puerta: 2. Hierro, aluminio",1756   "taxonomy_id": "roof_materials",1757   "x_transform": "dummy",1758   "x_unit": "binary",1759   "beta": 0.5806,1760   "se": 0.0485,1761   "t": null,1762   "p": null,1763   "p_stars": "***",1764   "ci_lo": null,1765   "ci_hi": null,1766   "page": 20,1767   "confidence": "high",1768   "notes": "iron/aluminium doors vs none"1769  },1770  {1771   "model_id": "T3-c1",1772   "var_name_printed": "Ventana: 1. Madera",1773   "taxonomy_id": "roof_materials",1774   "x_transform": "dummy",1775   "x_unit": "binary",1776   "beta": -0.019,1777   "se": 0.0192,1778   "t": null,1779   "p": null,1780   "p_stars": "",1781   "ci_lo": null,1782   "ci_hi": null,1783   "page": 20,1784   "confidence": "high",1785   "notes": "wooden windows vs none (reference)"1786  },1787  {1788   "model_id": "T3-c2",1789   "var_name_printed": "Ventana: 1. Madera",1790   "taxonomy_id": "roof_materials",1791   "x_transform": "dummy",1792   "x_unit": "binary",1793   "beta": 0.1068,1794   "se": 0.0252,1795   "t": null,1796   "p": null,1797   "p_stars": "***",1798   "ci_lo": null,1799   "ci_hi": null,1800   "page": 20,1801   "confidence": "high",1802   "notes": "wooden windows vs none (reference)"1803  },1804  {1805   "model_id": "T3-c3",1806   "var_name_printed": "Ventana: 1. Madera",1807   "taxonomy_id": "roof_materials",1808   "x_transform": "dummy",1809   "x_unit": "binary",1810   "beta": -0.2119,1811   "se": 0.0572,1812   "t": null,1813   "p": null,1814   "p_stars": "***",1815   "ci_lo": null,1816   "ci_hi": null,1817   "page": 20,1818   "confidence": "high",1819   "notes": "wooden windows vs none (reference)"1820  },1821  {1822   "model_id": "T3-c1",1823   "var_name_printed": "Ventana: 2. Hierro, aluminio",1824   "taxonomy_id": "roof_materials",1825   "x_transform": "dummy",1826   "x_unit": "binary",1827   "beta": -0.0057,1828   "se": 0.016,1829   "t": null,1830   "p": null,1831   "p_stars": "",1832   "ci_lo": null,1833   "ci_hi": null,1834   "page": 20,1835   "confidence": "high",1836   "notes": "iron/aluminium windows vs none"1837  },1838  {1839   "model_id": "T3-c2",1840   "var_name_printed": "Ventana: 2. Hierro, aluminio",1841   "taxonomy_id": "roof_materials",1842   "x_transform": "dummy",1843   "x_unit": "binary",1844   "beta": 0.1266,1845   "se": 0.023,1846   "t": null,1847   "p": null,1848   "p_stars": "***",1849   "ci_lo": null,1850   "ci_hi": null,1851   "page": 20,1852   "confidence": "high",1853   "notes": "iron/aluminium windows vs none"1854  },1855  {1856   "model_id": "T3-c3",1857   "var_name_printed": "Ventana: 2. Hierro, aluminio",1858   "taxonomy_id": "roof_materials",1859   "x_transform": "dummy",1860   "x_unit": "binary",1861   "beta": -0.0052,1862   "se": 0.027,1863   "t": null,1864   "p": null,1865   "p_stars": "",1866   "ci_lo": null,1867   "ci_hi": null,1868   "page": 20,1869   "confidence": "high",1870   "notes": "iron/aluminium windows vs none"1871  },1872  {1873   "model_id": "T3-c1",1874   "var_name_printed": "Enlucido: 1. Barro",1875   "taxonomy_id": "roof_materials",1876   "x_transform": "dummy",1877   "x_unit": "binary",1878   "beta": 0.0872,1879   "se": 0.0259,1880   "t": null,1881   "p": null,1882   "p_stars": "***",1883   "ci_lo": null,1884   "ci_hi": null,1885   "page": 20,1886   "confidence": "high",1887   "notes": "mud plaster vs none (reference)"1888  },1889  {1890   "model_id": "T3-c2",1891   "var_name_printed": "Enlucido: 1. Barro",1892   "taxonomy_id": "roof_materials",1893   "x_transform": "dummy",1894   "x_unit": "binary",1895   "beta": 0.1161,1896   "se": 0.0244,1897   "t": null,1898   "p": null,1899   "p_stars": "***",1900   "ci_lo": null,1901   "ci_hi": null,1902   "page": 20,1903   "confidence": "high",1904   "notes": "mud plaster vs none (reference)"1905  },1906  {1907   "model_id": "T3-c3",1908   "var_name_printed": "Enlucido: 1. Barro",1909   "taxonomy_id": "roof_materials",1910   "x_transform": "dummy",1911   "x_unit": "binary",1912   "beta": 1.0755,1913   "se": 0.193,1914   "t": null,1915   "p": null,1916   "p_stars": "***",1917   "ci_lo": null,1918   "ci_hi": null,1919   "page": 20,1920   "confidence": "high",1921   "notes": "mud plaster vs none (reference)"1922  },1923  {1924   "model_id": "T3-c1",1925   "var_name_printed": "Enlucido: 2. Arena, cal, cemento, granito",1926   "taxonomy_id": "roof_materials",1927   "x_transform": "dummy",1928   "x_unit": "binary",1929   "beta": -0.0011,1930   "se": 0.0102,1931   "t": null,1932   "p": null,1933   "p_stars": "",1934   "ci_lo": null,1935   "ci_hi": null,1936   "page": 20,1937   "confidence": "high",1938   "notes": "sand/lime/cement/granite plaster vs none"1939  },1940  {1941   "model_id": "T3-c2",1942   "var_name_printed": "Enlucido: 2. Arena, cal, cemento, granito",1943   "taxonomy_id": "roof_materials",1944   "x_transform": "dummy",1945   "x_unit": "binary",1946   "beta": 0.0747,1947   "se": 0.0097,1948   "t": null,1949   "p": null,1950   "p_stars": "***",1951   "ci_lo": null,1952   "ci_hi": null,1953   "page": 20,1954   "confidence": "high",1955   "notes": "sand/lime/cement/granite plaster vs none"1956  },1957  {1958   "model_id": "T3-c3",1959   "var_name_printed": "Enlucido: 2. Arena, cal, cemento, granito",1960   "taxonomy_id": "roof_materials",1961   "x_transform": "dummy",1962   "x_unit": "binary",1963   "beta": -0.0132,1964   "se": 0.0452,1965   "t": null,1966   "p": null,1967   "p_stars": "",1968   "ci_lo": null,1969   "ci_hi": null,1970   "page": 20,1971   "confidence": "high",1972   "notes": "sand/lime/cement/granite plaster vs none"1973  },1974  {1975   "model_id": "T3-c1",1976   "var_name_printed": "Techo: 1. barro, latón, cartón",1977   "taxonomy_id": "roof_materials",1978   "x_transform": "dummy",1979   "x_unit": "binary",1980   "beta": 0.4513,1981   "se": 0.2123,1982   "t": null,1983   "p": null,1984   "p_stars": "**",1985   "ci_lo": null,1986   "ci_hi": null,1987   "page": 20,1988   "confidence": "high",1989   "notes": "ceiling mud/tin/cardboard vs none (reference); blank for edificios"1990  },1991  {1992   "model_id": "T3-c2",1993   "var_name_printed": "Techo: 1. barro, latón, cartón",1994   "taxonomy_id": "roof_materials",1995   "x_transform": "dummy",1996   "x_unit": "binary",1997   "beta": 0.4456,1998   "se": 0.1971,1999   "t": null,2000   "p": null,2001   "p_stars": "**",2002   "ci_lo": null,2003   "ci_hi": null,2004   "page": 20,2005   "confidence": "high",2006   "notes": "ceiling mud/tin/cardboard vs none (reference); blank for edificios"2007  },2008  {2009   "model_id": "T3-c1",2010   "var_name_printed": "Techo: 2. Fundición, madera, fibra mineral",2011   "taxonomy_id": "roof_materials",2012   "x_transform": "dummy",2013   "x_unit": "binary",2014   "beta": 0.1235,2015   "se": 0.0102,2016   "t": null,2017   "p": null,2018   "p_stars": "***",2019   "ci_lo": null,2020   "ci_hi": null,2021   "page": 20,2022   "confidence": "high",2023   "notes": "ceiling cast/wood/mineral fibre vs none"2024  },2025  {2026   "model_id": "T3-c2",2027   "var_name_printed": "Techo: 2. Fundición, madera, fibra mineral",2028   "taxonomy_id": "roof_materials",2029   "x_transform": "dummy",2030   "x_unit": "binary",2031   "beta": 0.0894,2032   "se": 0.01,2033   "t": null,2034   "p": null,2035   "p_stars": "***",2036   "ci_lo": null,2037   "ci_hi": null,2038   "page": 20,2039   "confidence": "high",2040   "notes": "ceiling cast/wood/mineral fibre vs none"2041  },2042  {2043   "model_id": "T3-c3",2044   "var_name_printed": "Techo: 2. 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