{"id":"W6926142631","doi":"10.20381/ruor-30160","title":"Occupational Health and Safety: Multijurisdictional Evaluation of Reproductive Health, Harassment, Sexual Harassment, and Violence Using SGBA+","year":2024,"lang":"en","type":"other","venue":"uO Research (University of Ottawa)","topic":"Steroid Chemistry and Biochemistry","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legislation; Reproductive health; Thematic analysis; Occupational safety and health; Context (archaeology); Poison control; Sexual violence; Suicide prevention","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":[],"consensus_categories":[],"category_scores_codex":[0.001547046,0.0001635844,0.0002582178,0.0001708622,0.0001518879,0.00001103409,0.0001661365,0.0002314298,0.0001268865],"category_scores_gemma":[0.00008286421,0.000197328,0.0000451883,0.0001491249,0.0004905782,0.000006826956,0.0002941084,0.0002542209,0.000002088869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001369647,"about_ca_system_score_gemma":0.001193986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003568988,"about_ca_topic_score_gemma":0.0001245161,"domain_scores_codex":[0.9978904,0.0002296373,0.0001879853,0.0007202447,0.0007037902,0.000267904],"domain_scores_gemma":[0.9989153,0.0000180918,0.0002770291,0.000330916,0.0002930491,0.0001655985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005458678,0.0007428981,0.03790594,0.008705768,0.001906238,0.00001534155,0.0009893799,0.00004746392,0.4760586,0.0003967439,0.4305888,0.04209694],"study_design_scores_gemma":[0.01361134,0.005651415,0.05144956,0.008864537,0.0006117927,0.0003225336,0.0207529,0.00568086,0.1264667,0.001083295,0.7625797,0.002925379],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8958858,0.03766125,0.001674537,0.003119418,0.0004523354,0.003061598,0.0057102,0.00007818708,0.0523567],"genre_scores_gemma":[0.6820871,0.0199745,0.01119673,0.0001685919,0.001901092,0.00001317814,0.005750786,0.000431286,0.2784767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3495919,"threshold_uncertainty_score":0.8046804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08207681940749273,"score_gpt":0.3973158391233983,"score_spread":0.3152390197159056,"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."}}