{"id":"W3161618299","doi":"10.3982/qe1960","title":"Discordant relaxations of misspecified models","year":2024,"lang":"en","type":"article","venue":"Quantitative Economics","topic":"Game Theory and Applications","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Econometrics; Computer science; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001079647,0.00008109469,0.0001854862,0.0001871377,0.00007284353,0.000127455,0.0003630946,0.00002329087,0.0003555554],"category_scores_gemma":[0.0003125035,0.00006459998,0.0001138362,0.0003529533,0.0001753548,0.0004568932,0.00004962336,0.00008105962,0.0009653944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002416429,"about_ca_system_score_gemma":0.00006442163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007570566,"about_ca_topic_score_gemma":0.00002584746,"domain_scores_codex":[0.9988706,0.00007634149,0.0005315159,0.0003125022,0.0001047889,0.0001042763],"domain_scores_gemma":[0.9972631,0.002061143,0.0001448894,0.0003819015,0.00009929454,0.00004969563],"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":[0.00001156689,0.00002090211,0.00001761242,0.000002722965,0.00001716683,5.578504e-7,0.001091027,0.007182717,0.0004064221,0.9870386,0.001120048,0.003090675],"study_design_scores_gemma":[0.00004651918,0.00002924139,0.0002713962,0.000009229409,0.000007557413,0.00000193498,0.001951936,0.1087647,0.0008891869,0.8746206,0.01333489,0.00007285301],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6715849,0.0003334645,0.2588364,0.001646465,0.0003366816,0.0001683694,0.0001944285,0.00004572262,0.06685351],"genre_scores_gemma":[0.9880796,0.00006179833,0.009024381,0.00003377888,0.00002571594,0.00001730304,0.000006643971,0.00001028867,0.002740469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3164947,"threshold_uncertainty_score":0.9998125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3507998171483414,"score_gpt":0.4443071186338279,"score_spread":0.09350730148548658,"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."}}