{"id":"W2539326358","doi":"10.1080/10803548.2016.1249728","title":"An ergonomic evaluation of city police officers: an analysis of perceived discomfort within patrol duties","year":2016,"lang":"en","type":"article","venue":"International Journal of Occupational Safety and Ergonomics","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of New Brunswick","funders":"","keywords":"Human factors and ergonomics; Occupational safety and health; Injury prevention; Poison control; Medicine; Psychology; Medical emergency","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.001370039,0.0001687057,0.0004341308,0.0006538146,0.0000510806,0.00002364859,0.0004533475,0.00009855965,0.000671931],"category_scores_gemma":[0.00006120098,0.0001346218,0.0003004773,0.0001348493,0.0002027227,0.0006549548,0.00004213708,0.0001012275,0.000001548821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002371559,"about_ca_system_score_gemma":0.0003585135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000970799,"about_ca_topic_score_gemma":0.001460604,"domain_scores_codex":[0.9977753,0.0001999319,0.001192184,0.0002395865,0.0004513132,0.0001417371],"domain_scores_gemma":[0.9973302,0.0001947263,0.001337852,0.000234564,0.0007745322,0.0001281409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08479977,0.002362882,0.5697017,0.00002503224,0.01494298,0.000002682008,0.01732642,0.1612715,0.008417494,0.07662739,0.00007972265,0.06444243],"study_design_scores_gemma":[0.002022765,0.0003368844,0.985505,0.00002992958,0.0007520579,0.000009343707,0.00222953,0.008540146,0.00006029288,0.0002771623,0.00008225097,0.000154595],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995492,0.00006676391,0.00275027,0.00007567496,0.0007106865,0.0001117468,0.0004962267,0.000005098223,0.0002914795],"genre_scores_gemma":[0.9987814,0.0001577069,0.0006369759,0.00007051052,0.0001889629,0.000002862845,0.000123412,0.00001419384,0.00002402095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4158033,"threshold_uncertainty_score":0.7357173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04066159647242737,"score_gpt":0.3776988544169649,"score_spread":0.3370372579445375,"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."}}