{"id":"W6921943675","doi":"10.1021/acs.chas.1c00070.s001","title":"Accident Experiences and Reporting Practices in Canadian\\nChemistry and Biochemistry Laboratories: A Pilot Investigation","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Chemical Safety and Risk Management","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accident (philosophy); Context (archaeology); Sample (material); Occupational safety and health; Suicide prevention; Injury 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003721293,0.0004005207,0.0004539421,0.002603569,0.007468942,0.002327069,0.002138984,0.0008068748,0.002994495],"category_scores_gemma":[0.00899313,0.000782653,0.0006674763,0.004250666,0.001983374,0.0009219288,0.002670146,0.00125669,0.0003732697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03191985,"about_ca_system_score_gemma":0.04289395,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9786346,"about_ca_topic_score_gemma":0.9858731,"domain_scores_codex":[0.995905,0.000559109,0.000225228,0.0003351272,0.001611999,0.001363547],"domain_scores_gemma":[0.9908063,0.000878094,0.001688442,0.0003164692,0.004052641,0.002258158],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000174295,0.0005439987,0.8960193,0.0001163453,0.00002999265,0.0003592618,0.08500423,0.0000359326,0.0004815735,0.0001940961,0.00163355,0.01540744],"study_design_scores_gemma":[0.00001218742,0.0002214748,0.9046217,0.00006341982,0.00001767895,0.0001424459,0.0912684,0.0001629227,0.0001602961,0.00002720355,0.003260786,0.00004165556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976982,0.0001106022,0.00005923218,0.0002364396,0.000008334135,0.00007661057,0.0003012253,0.000005708264,0.00150357],"genre_scores_gemma":[0.9976701,0.0003362313,0.0002398036,0.0001971158,0.000008336508,0.00005207322,0.0003071012,0.000005402299,0.001183842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9962787,"threshold_uncertainty_score":0.2315958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05441786314207291,"score_gpt":0.2918992809970244,"score_spread":0.2374814178549515,"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."}}