{"id":"W2163639606","doi":"10.7202/1018433ar","title":"The Relative Role of Safety and Productivity in Canadian Ergonomists’ Professional Practices","year":2013,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University of Waterloo","funders":"Workplace Safety and Insurance Board","keywords":"Human factors and ergonomics; Productivity; Participatory ergonomics; Occupational safety and health; Negotiation; Work (physics); Perception; Process (computing); Poison control; Engineering; Knowledge management; Engineering ethics; Psychology; Computer science; Sociology; Medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001707269,0.00008996174,0.0001460323,0.000169096,0.00170645,0.000008926417,0.0001222915,0.000298231,0.000395916],"category_scores_gemma":[0.005341957,0.00006398079,0.00001851405,0.0004441834,0.0001759833,0.0004106996,0.0000684816,0.001337113,0.0001447759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003310966,"about_ca_system_score_gemma":0.004527735,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2368763,"about_ca_topic_score_gemma":0.2053102,"domain_scores_codex":[0.9977583,0.0008076255,0.0005424001,0.0001992565,0.0002079295,0.0004844327],"domain_scores_gemma":[0.99363,0.005151322,0.00041763,0.0002241635,0.0003146525,0.0002622482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001085992,0.00003248673,0.9311774,0.00001052731,0.00001278162,2.564714e-7,0.001593708,0.0000228564,0.00001359492,0.04295928,0.001546689,0.02252179],"study_design_scores_gemma":[0.0002850928,0.00002463725,0.8549699,0.00007667355,0.000003342839,5.663401e-7,0.00343134,0.0007479438,0.000005195109,0.003848841,0.1365478,0.00005869817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8870775,0.001066426,0.00000808445,0.04138264,0.0002643486,0.002781722,0.00005193643,0.00001504813,0.06735232],"genre_scores_gemma":[0.9897962,0.0002073977,0.0001396164,0.00004088364,0.00009742736,0.0002985224,0.00002551849,0.000009311395,0.009385081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1350011,"threshold_uncertainty_score":0.9995932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05546546799833402,"score_gpt":0.4117186081885265,"score_spread":0.3562531401901925,"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."}}