{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002669627,0.00009427354,0.000103078,0.00004014171,0.0007270454,0.0001794671,0.0004623606,0.00005175879,0.0000190978],"category_scores_gemma":[0.0002096372,0.00006767367,0.00008184029,0.0004786437,0.0004356742,0.0001478195,0.00007375205,0.0001094846,0.0001344349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009422981,"about_ca_system_score_gemma":0.0001992379,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01262725,"about_ca_topic_score_gemma":0.01709268,"domain_scores_codex":[0.9981478,0.0003445768,0.0001785743,0.0002051036,0.000723372,0.000400565],"domain_scores_gemma":[0.9992616,0.00005680377,0.00007642253,0.0003938659,0.0001112403,0.0001001245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002014177,0.0001334697,0.4673869,0.00001406052,0.0001293785,0.00002351289,0.01488736,0.00002024775,0.000003532755,0.1874858,0.3065495,0.02334612],"study_design_scores_gemma":[0.0001536299,0.00001929097,0.05872147,0.000003415681,0.00001971373,1.806126e-7,0.004739439,0.00003508723,0.00000759765,0.01005879,0.9261214,0.0001200248],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5575411,0.0006996621,0.0000858343,0.002378262,0.001843732,0.0009524715,0.00001374165,0.0002791075,0.4362061],"genre_scores_gemma":[0.9946638,0.0001708226,0.00008242628,0.000262625,0.0003236838,0.00007181961,0.00000509119,0.000009919823,0.004409811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6195719,"threshold_uncertainty_score":0.9939477,"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."}}