{"id":"W7010518112","doi":"","title":"Identifying OHS hazards in university research laboratories
\\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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008950274,0.0007075958,0.0008912596,0.002076163,0.000431761,0.0003945774,0.000953372,0.0007728473,0.001233441],"category_scores_gemma":[0.000371571,0.0008611911,0.00009993018,0.002416649,0.0007351686,0.0005357148,0.000818038,0.002009436,0.0008513311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002796738,"about_ca_system_score_gemma":0.0008201152,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03562603,"about_ca_topic_score_gemma":0.22953,"domain_scores_codex":[0.9950644,0.001170396,0.0002531067,0.001706415,0.0008710922,0.000934615],"domain_scores_gemma":[0.9976323,0.0001509006,0.0003207198,0.0009794928,0.0003360474,0.000580588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001092693,0.0006138241,0.1092285,0.000410855,0.0009729699,0.001352031,0.09682553,0.00002927015,0.007010431,0.06055818,0.7218092,0.00009647191],"study_design_scores_gemma":[0.00245019,0.0003236784,0.07753365,0.0006198019,0.0001338728,0.000003313358,0.1710786,0.00005064276,0.0004057908,0.000538129,0.7449768,0.001885547],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6944659,0.001520689,0.00002093443,0.0004675096,0.0006885439,0.001881957,0.004246262,0.001179964,0.2955283],"genre_scores_gemma":[0.6543754,0.0003817546,0.0006195055,0.00003099027,0.001010748,0.00001052207,0.0005052218,0.003117698,0.3399482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1939039,"threshold_uncertainty_score":0.9999266,"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."}}