{"id":"W3035585525","doi":"10.33137/utjph.v1i1.34435","title":"Four Dates, One Future","year":2020,"lang":"en","type":"article","venue":"University of Toronto Journal of Public Health","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"University of Toronto","keywords":"Public health; Scholarship; International health; Context (archaeology); Honour; Biostatistics; Health promotion; Public relations; Sanitation; Population health; Health policy; Political science; Social science; Sociology; Medicine; Geography; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.008159732,0.001308609,0.001085768,0.002838664,0.01882623,0.02610368,0.00299316,0.00581324,0.04431581],"category_scores_gemma":[0.01840841,0.0006420271,0.00094042,0.002689607,0.0238205,0.02292591,0.01171714,0.01604502,0.01213842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02777892,"about_ca_system_score_gemma":0.0416479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.111989,"about_ca_topic_score_gemma":0.1516152,"domain_scores_codex":[0.991972,0.002117474,0.0003153066,0.001292017,0.002632543,0.001670694],"domain_scores_gemma":[0.9868731,0.001692858,0.0005072586,0.001502131,0.005623654,0.003800966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000639125,0.00002322442,0.0005755231,0.0002451318,0.00001713157,0.0001664215,0.005426914,0.00009060197,0.0001220043,0.6320371,0.3134798,0.04775219],"study_design_scores_gemma":[0.000004112733,0.000006470904,0.0001810137,0.0002604132,0.000003571712,0.00007066836,0.003307542,0.00002051112,0.00002638667,0.02169117,0.974412,0.000016167],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002686901,0.06027885,0.005489743,0.5587294,0.07550566,0.00008610286,0.0007523379,0.0002978693,0.2961732],"genre_scores_gemma":[0.1310172,0.08256783,0.01111261,0.1653435,0.03807894,0.0002655606,0.001162691,0.0008857029,0.5695658],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.111989,"threshold_uncertainty_score":0.2226743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1673792836571452,"score_gpt":0.3931798638912883,"score_spread":0.2258005802341431,"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."}}