{"id":"W7010518112","doi":"","title":"Identifying OHS hazards in university research laboratories&#13;\\nfrom an ergonomics and human factors perspective","year":2020,"lang":"en","type":"other","venue":"Espace ÉTS (ETS)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Perspective (graphical); Work (physics); Human factors and ergonomics; Human engineering; Sociotechnical system; SAFER","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.007526233,0.0004304639,0.0004215988,0.005327117,0.002541933,0.004865134,0.001071,0.001194596,0.009375488],"category_scores_gemma":[0.01053775,0.0003000174,0.0006067993,0.002755982,0.001184605,0.002226399,0.003775732,0.0007173746,0.002422476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002361179,"about_ca_system_score_gemma":0.003616441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008824433,"about_ca_topic_score_gemma":0.01674541,"domain_scores_codex":[0.9940116,0.0026723,0.0004449784,0.0005529297,0.001656807,0.0006614673],"domain_scores_gemma":[0.9894764,0.003585427,0.002703702,0.0006974438,0.002902388,0.0006345821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006289084,0.001360759,0.5429537,0.001704161,0.00007875646,0.001627355,0.06949679,0.003056987,0.02124128,0.005511916,0.007533508,0.3448058],"study_design_scores_gemma":[0.00001627548,0.001494384,0.6341417,0.001061041,0.00008718874,0.0006937911,0.3101826,0.003102336,0.01570746,0.004111625,0.02918212,0.0002194278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9463086,0.0009361571,0.01673953,0.001846382,0.00009526286,0.0006054352,0.00094029,0.0002782145,0.03225023],"genre_scores_gemma":[0.9628037,0.00132487,0.01564143,0.0003314674,0.00004881075,0.0002966175,0.0006383577,0.00004529488,0.01886946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009375488,"threshold_uncertainty_score":0.03980303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04457904624110805,"score_gpt":0.3340335292311241,"score_spread":0.2894544829900161,"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."}}