{"id":"W1968587921","doi":"10.1177/026455050104800213","title":"Discretionary Lifer Panels","year":2001,"lang":"en","type":"article","venue":"Probation Journal","topic":"Insurance, Mortality, Demography, Risk Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Humber College","funders":"","keywords":"Business; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00576203,0.0003415641,0.000641665,0.0009484515,0.001182865,0.002611388,0.001410801,0.001515854,0.1056816],"category_scores_gemma":[0.01859447,0.0004471108,0.0005088654,0.0007583994,0.0004357857,0.001420448,0.00180778,0.001668951,0.01751154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006062436,"about_ca_system_score_gemma":0.0008941291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001053257,"about_ca_topic_score_gemma":0.003237585,"domain_scores_codex":[0.9950706,0.002063084,0.0002554067,0.0007006735,0.001289973,0.0006203173],"domain_scores_gemma":[0.9859748,0.005644032,0.001030753,0.004867806,0.001497717,0.0009848155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002042326,0.0009246268,0.02618969,0.0002571892,0.0001730478,0.001158696,0.0009958399,0.01557302,0.007420719,0.1002226,0.2292281,0.6158142],"study_design_scores_gemma":[0.001049734,0.001278231,0.08029171,0.0002617855,0.0002647048,0.002015027,0.000956927,0.1223949,0.01079306,0.2283402,0.5521104,0.0002433884],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2027166,0.002138037,0.1341741,0.01016696,0.00217123,0.0008687556,0.008011619,0.003061397,0.6366913],"genre_scores_gemma":[0.7199612,0.0003819041,0.02508496,0.001783339,0.001476907,0.000252294,0.002690706,0.0002426976,0.2481261],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1056816,"threshold_uncertainty_score":0.3535402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03168024800322074,"score_gpt":0.3240890065754345,"score_spread":0.2924087585722138,"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."}}