{"id":"W4317676827","doi":"10.1002/jae.3061","title":"Estimating separable matching models","year":2024,"lang":"en","type":"article","venue":"Journal of Applied Econometrics","topic":"Game Theory and Voting Systems","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University","keywords":"Matching (statistics); Estimator; Separable space; Simple (philosophy); Mathematical optimization; Computer science; Entropy (arrow of time); Mathematics; Econometrics; Applied mathematics; Statistics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006195,0.000966542,0.002065812,0.002568386,0.0005495266,0.001617026,0.001728715,0.001521278,0.007887214],"category_scores_gemma":[0.03233013,0.0008226975,0.001548504,0.002666583,0.001204472,0.002619367,0.003383745,0.002151863,0.001008662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001301197,"about_ca_system_score_gemma":0.001199302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005036219,"about_ca_topic_score_gemma":0.003974812,"domain_scores_codex":[0.9956008,0.002868004,0.0001556936,0.0006615554,0.0004524443,0.0002615078],"domain_scores_gemma":[0.9836755,0.01209707,0.001480042,0.001895166,0.0005264078,0.0003257695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002075505,0.0002003437,0.01385227,0.0003768939,0.0004072603,0.0002789248,0.000555755,0.4588208,0.001183315,0.3849215,0.003395555,0.1357999],"study_design_scores_gemma":[0.00002911775,0.00003152883,0.001241199,0.00003184103,0.00003556347,0.000037415,0.00007675486,0.6240127,0.0003441312,0.3724051,0.001736524,0.00001816221],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.09307361,0.0004012385,0.9021143,0.0003942554,0.00002599709,0.00008834296,0.0005143338,0.0003185089,0.003069507],"genre_scores_gemma":[0.8111989,0.0006015103,0.1808148,0.0001524857,0.00008730283,0.0002296123,0.001569752,0.0001431981,0.005202501],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007887214,"threshold_uncertainty_score":0.03276265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0547326731160269,"score_gpt":0.2375883062032721,"score_spread":0.1828556330872452,"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."}}