{"id":"W2249527931","doi":"10.1353/mos.2015.0045","title":"The Mortality Project","year":2015,"lang":"en","type":"article","venue":"Mosaic","topic":"Insurance, Mortality, Demography, Risk Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.008270651,0.0006297643,0.0003855448,0.003125197,0.001738922,0.002470273,0.001207424,0.0006891776,0.05839329],"category_scores_gemma":[0.02075719,0.000403297,0.0003799231,0.003446869,0.0003881321,0.00158163,0.006193292,0.001729378,0.01454233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001511183,"about_ca_system_score_gemma":0.007974053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01677179,"about_ca_topic_score_gemma":0.01888993,"domain_scores_codex":[0.996331,0.001504581,0.0002884139,0.0003136908,0.001092471,0.0004698363],"domain_scores_gemma":[0.9857228,0.00232781,0.001141372,0.001211912,0.004701134,0.004894988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002082144,0.0001889454,0.02463762,0.0001777669,0.00003368779,0.00003649062,0.0007581015,0.00009457765,0.00007981634,0.007464105,0.8586907,0.1076299],"study_design_scores_gemma":[0.0002891227,0.0002721766,0.129366,0.0006224281,0.00003940839,0.0001477937,0.00256565,0.0003693093,0.000195885,0.003423005,0.8626767,0.00003255221],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.05392515,0.001814998,0.007727512,0.02752597,0.002298886,0.002853901,0.6556773,0.001844332,0.2463319],"genre_scores_gemma":[0.1076177,0.00320198,0.02474092,0.00822101,0.00143709,0.01533714,0.5492489,0.001110356,0.2890849],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05839329,"threshold_uncertainty_score":0.195345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1014564943523839,"score_gpt":0.3816220730880566,"score_spread":0.2801655787356727,"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."}}