{"id":"W2984484319","doi":"10.1086/712447","title":"Identification of Hedonic Equilibrium and Nonseparable Simultaneous Equations","year":2020,"lang":"en","type":"preprint","venue":"Journal of Political Economy","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Nonparametric statistics; Econometrics; Convexity; Identification (biology); Dimension (graph theory); Economics; Scalar (mathematics); Mathematics; Mathematical economics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007212969,0.0002063691,0.001014545,0.0002453883,0.00003126499,0.0001266108,0.0003686111,0.0002313821,0.0001631939],"category_scores_gemma":[0.0008228644,0.0002469133,0.0003164433,0.00004911904,0.0001845349,0.0002521874,0.000278516,0.0004840734,0.00006469157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002080512,"about_ca_system_score_gemma":0.0002107995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000649658,"about_ca_topic_score_gemma":0.000002464635,"domain_scores_codex":[0.9968938,0.00002579695,0.00238489,0.0003407811,0.0000275309,0.0003271562],"domain_scores_gemma":[0.9964744,0.0006314303,0.00211355,0.0003363938,0.0001323836,0.0003118115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002721959,0.00005679141,0.0002302642,0.000193188,0.0001630181,0.000005258752,0.0001624389,0.003988594,0.00004365735,0.9949614,0.00009899492,0.00006921525],"study_design_scores_gemma":[0.0004154333,0.0001171996,0.0001037286,0.0000475329,0.00005065758,0.0000185936,0.0001092454,0.06662524,0.0003168946,0.9280391,0.003924694,0.0002317183],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6520786,0.009351515,0.2017453,0.0307873,0.003593968,0.00106711,0.002283313,0.0000525716,0.09904027],"genre_scores_gemma":[0.9982028,0.00008166664,0.0006456205,0.0003347474,0.0004137705,0.000006364511,0.0000105512,0.00002921223,0.0002752407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3461242,"threshold_uncertainty_score":0.9999983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03969122516971789,"score_gpt":0.263805796163516,"score_spread":0.2241145709937981,"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."}}