{"id":"W4287574750","doi":"","title":"Information, Preferences, and Household Demand for School Value Added","year":2020,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"School Choice and Performance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University","keywords":"Value (mathematics); Value of information; Economics; Microeconomics; Business; Statistics; Mathematics; Mathematical economics","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":[0.001691703,0.0001681627,0.000375366,0.0004727569,0.0002649705,0.001372243,0.0002760984,0.0006586221,0.005001551],"category_scores_gemma":[0.00895245,0.0002257792,0.0002761955,0.0006798649,0.0006368758,0.0009293106,0.0003901024,0.0005539033,0.000340573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009084801,"about_ca_system_score_gemma":0.0002727403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004651973,"about_ca_topic_score_gemma":0.005038119,"domain_scores_codex":[0.9992647,0.0003948088,0.00003297821,0.00009011293,0.00008934893,0.0001281159],"domain_scores_gemma":[0.9912291,0.006207186,0.001582932,0.0004495285,0.0002179251,0.0003134568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008909722,0.0005238954,0.9290938,0.00006398631,0.0001614019,0.0002502703,0.000780043,0.03464222,0.002126843,0.01408536,0.0004164465,0.01696467],"study_design_scores_gemma":[0.0001130325,0.0004052796,0.8749046,0.00003146062,0.00006735883,0.000130251,0.001806712,0.1009376,0.001985053,0.01826528,0.001304445,0.00004899132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979749,0.00003038306,0.0005440032,0.00009520607,8.238676e-7,0.000006541698,0.00015087,0.000003227538,0.001193992],"genre_scores_gemma":[0.9994615,0.0000200246,0.0001764188,0.000009619368,0.000001214117,0.000003263973,0.00007647774,6.443211e-7,0.000250758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005001551,"threshold_uncertainty_score":0.01673186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07500312740252815,"score_gpt":0.3503385442587421,"score_spread":0.275335416856214,"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."}}