{"id":"W1498505304","doi":"10.1007/s10901-009-9176-7","title":"A. Baranzini, J. Ramirez, C. Schaerer and P. Thalmann (eds), Hedonic methods in housing markets: pricing environmental amenities and segregation","year":2009,"lang":"en","type":"article","venue":"Journal of Housing and the Built Environment","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Human geography; Hedonic pricing; Economics; Economic geography; Econometrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002444388,0.0002069957,0.000536205,0.000230631,0.0002140498,0.0001526211,0.0001027692,0.00009283515,0.00002806056],"category_scores_gemma":[0.00004029825,0.0001774202,0.00007625805,0.0000480069,0.0002832777,0.0003525195,0.00008335506,0.0002818589,0.000002907138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001604648,"about_ca_system_score_gemma":0.000008837477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004683922,"about_ca_topic_score_gemma":0.000004445096,"domain_scores_codex":[0.9985407,0.0001194496,0.0007698305,0.0002541199,0.00005727185,0.0002586021],"domain_scores_gemma":[0.998964,0.000176067,0.0006062592,0.0001678938,0.000002643144,0.00008309734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001267244,0.0003712058,0.1193231,0.00009982927,0.0002491048,0.00006583923,0.007585636,0.00327955,0.001195566,0.006489631,0.00004420138,0.8600292],"study_design_scores_gemma":[0.02068746,0.001062901,0.6550963,0.0005549898,0.0003161466,0.001215255,0.00409991,0.06923221,0.000960118,0.2148344,0.02991153,0.002028788],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772725,0.01761476,0.002557367,0.001064402,0.0001252702,0.0001538455,0.000003435852,0.000006516818,0.001201968],"genre_scores_gemma":[0.961673,0.02988861,0.008049662,0.0002435412,0.00007677972,0.000001691878,9.51693e-7,0.00002155936,0.00004416448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8580003,"threshold_uncertainty_score":0.7234987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01656943074735716,"score_gpt":0.2296765573216021,"score_spread":0.213107126574245,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}