{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01041821,0.0004450116,0.0005997862,0.002933421,0.003785733,0.002102381,0.0009928884,0.000307446,0.00294492],"category_scores_gemma":[0.01640943,0.0003078748,0.00132779,0.00365359,0.00155139,0.0009179206,0.003372259,0.001025511,0.0003049259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0132974,"about_ca_system_score_gemma":0.03774847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3899446,"about_ca_topic_score_gemma":0.6545518,"domain_scores_codex":[0.9918342,0.003116921,0.0009234542,0.0003111572,0.003171352,0.0006430006],"domain_scores_gemma":[0.9857006,0.003332515,0.002107824,0.0004962701,0.007438833,0.0009238845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004186989,0.001192801,0.4914211,0.004947945,0.0002765228,0.0003761793,0.1731654,0.0006094544,0.002594311,0.004251746,0.008576422,0.3121693],"study_design_scores_gemma":[0.00005339885,0.0009677017,0.8164063,0.001717966,0.0002313412,0.0001352251,0.1548143,0.0009855437,0.001741711,0.001077367,0.02179859,0.00007065864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9636831,0.0006334544,0.003549134,0.0009029734,0.00008242329,0.006151692,0.00205064,0.00006917285,0.02287741],"genre_scores_gemma":[0.9616313,0.001389075,0.02060516,0.0004659202,0.00002662749,0.00909814,0.001771966,0.00002658251,0.00498521],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3899446,"threshold_uncertainty_score":0.7753499,"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."}}