{"id":"W4236400790","doi":"10.1016/j.insmatheco.2006.09.007","title":"","year":2006,"lang":"en","type":"article","venue":"Insurance Mathematics and Economics","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Psychology; Medicine","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":[0.0006154766,0.0003813815,0.0006116522,0.0001442187,0.0002813044,0.0003294492,0.0002730082,0.0001118275,0.000006448479],"category_scores_gemma":[0.00004692435,0.0003925047,0.0001028819,0.0001357062,0.0002458256,0.0006247555,0.0001130908,0.0001405561,0.0001341331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001016508,"about_ca_system_score_gemma":0.00002588503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002661577,"about_ca_topic_score_gemma":0.0006992455,"domain_scores_codex":[0.9978451,0.00001396759,0.0009677693,0.0004833868,0.00008617825,0.000603584],"domain_scores_gemma":[0.9985293,0.0002139162,0.0004738595,0.0005827199,0.00006601325,0.000134153],"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":[0.00008164604,0.001003515,0.360359,0.000378346,0.00009727717,0.0000151096,0.001929024,0.01716975,0.009891088,0.6059691,0.0002725573,0.002833547],"study_design_scores_gemma":[0.003149475,0.00008589813,0.3471496,0.00009436188,0.00003817596,0.0002992693,0.0007372001,0.07959219,0.005113512,0.5609061,0.001630072,0.001204223],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950524,0.0002375359,0.0006322934,0.0002055938,0.00009656607,0.0003589195,0.0001904337,0.0002111898,0.003015073],"genre_scores_gemma":[0.9664434,0.000109533,0.03295949,0.00009208464,0.000154516,0.00005701595,0.00001430623,0.00012122,0.00004846275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06242244,"threshold_uncertainty_score":0.9998527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01143532598208652,"score_gpt":0.1984853200511626,"score_spread":0.187049994069076,"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."}}