{"id":"W4398504040","doi":"10.7910/dvn/hxnvtq","title":"Replication Data for: Declining US Life Expectancy: A First Look","year":2017,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Insurance, Mortality, Demography, Risk Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Replication (statistics); Life expectancy; Demography; Biology; Sociology; Virology","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","sts","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003784954,0.0004593173,0.0006511469,0.0002865956,0.002466928,0.0008251434,0.00715611,0.0004929631,0.003003732],"category_scores_gemma":[0.006963524,0.0005156126,0.0002284605,0.0002194647,0.0006342647,0.001408539,0.001959682,0.0004228193,0.01631906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001757628,"about_ca_system_score_gemma":0.0006340462,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01112,"about_ca_topic_score_gemma":0.05960901,"domain_scores_codex":[0.9951856,0.000240765,0.0007439952,0.001972806,0.001053108,0.0008037085],"domain_scores_gemma":[0.9825971,0.0003139788,0.001226338,0.0152977,0.0002269356,0.0003380043],"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":[0.00005185345,0.0001115581,0.001103435,0.0002027476,0.000210245,0.00002609152,0.0002132314,0.000001953285,1.359143e-7,0.0003903723,0.9970237,0.0006647003],"study_design_scores_gemma":[0.0005530972,0.00002974299,0.0009852526,0.0001759226,0.0004297306,7.687386e-7,0.000501246,0.00005098887,3.03585e-7,0.0001775166,0.9965101,0.0005853026],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004816029,0.00002279321,0.0002545929,0.0001069871,0.002319956,0.001788486,0.9931543,0.0001568898,0.002147782],"genre_scores_gemma":[0.0001731789,0.00404811,0.0011179,0.000646118,0.001944749,0.0003141899,0.9911942,0.00004614444,0.0005153868],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04848901,"threshold_uncertainty_score":0.9997296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08327953094995857,"score_gpt":0.3730955412317528,"score_spread":0.2898160102817942,"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."}}