{"id":"W6931152606","doi":"10.5281/zenodo.4552096","title":"Portage Progress Report Presentation, November 2017","year":2017,"lang":"en","type":"article","venue":"Figshare","topic":"Insurance, Mortality, Demography, Risk Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); MEDLINE; Documentation; Government (linguistics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003561952,0.0001365935,0.0001542121,0.00006274757,0.001706812,0.0006942185,0.0008766056,0.0001031377,0.05576019],"category_scores_gemma":[0.001341911,0.0001391258,0.0001256206,0.00009811342,0.0001227214,0.0007324873,0.0002058724,0.0001216323,0.001422125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003683011,"about_ca_system_score_gemma":0.0001177841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008351852,"about_ca_topic_score_gemma":0.002781204,"domain_scores_codex":[0.9981699,0.00006283016,0.0002676416,0.0003800288,0.0007181956,0.0004014224],"domain_scores_gemma":[0.9979524,0.00002991634,0.0005573691,0.001025025,0.0003020756,0.000133209],"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":[0.000003013132,0.0000520607,0.1840113,0.00005204509,0.00003565221,0.0005478477,0.0007590369,0.000001132909,4.936536e-7,0.0006525989,0.8111334,0.002751342],"study_design_scores_gemma":[0.00009489164,0.00000467024,0.4936444,0.0001128817,0.000008154678,0.000002584068,0.0001536197,0.000004343788,0.00001201543,0.0001963712,0.5056397,0.0001263175],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01582959,0.0003263273,0.00000196351,0.002066227,0.0009889849,0.001605224,0.02815798,0.0003431902,0.9506805],"genre_scores_gemma":[0.9636724,0.00001765799,0.0001460094,0.0001611491,0.0008259595,0.0004801876,0.01427974,0.00002618722,0.02039069],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9478428,"threshold_uncertainty_score":0.9995928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0803680925985408,"score_gpt":0.3975151708728305,"score_spread":0.3171470782742897,"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."}}