{"id":"W2069528670","doi":"10.1016/j.jsr.2008.12.003","title":"An economic evaluation of a participatory ergonomics process in an auto parts manufacturer","year":2009,"lang":"en","type":"article","venue":"Journal of Safety Research","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; McMaster University; Institute for Work & Health","funders":"Workplace Safety and Insurance Board","keywords":"Human factors and ergonomics; Occupational safety and health; Poison control; Participatory ergonomics; Cost–benefit analysis; Injury prevention; Process (computing); Engineering; Suicide prevention; Intervention (counseling); Citizen journalism; Actuarial science; Operations management; Business; Environmental health; Medicine; Computer science; Nursing","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03457551,0.00013068,0.0004522601,0.0007743318,0.0004260899,0.0000157606,0.0005277091,0.0002543939,0.0009017445],"category_scores_gemma":[0.00077862,0.0001113941,0.0000715083,0.0003293144,0.0001182405,0.0008283145,0.00003677284,0.001867404,0.00006931509],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001462466,"about_ca_system_score_gemma":0.00825759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009933183,"about_ca_topic_score_gemma":0.000518863,"domain_scores_codex":[0.9909266,0.00447709,0.001708609,0.0002567681,0.001736247,0.0008947325],"domain_scores_gemma":[0.9949969,0.0009648288,0.0005271721,0.0004107979,0.002467521,0.0006327797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03037853,0.003260564,0.6450446,0.0007723076,0.00005780779,0.00004008628,0.01825215,0.05973658,0.001380745,0.003279552,0.002030091,0.235767],"study_design_scores_gemma":[0.002514488,0.002064581,0.9577132,0.0002215981,0.00001196649,0.000004032187,0.002319057,0.02846897,0.0001774263,0.00572807,0.000671355,0.0001052699],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945488,0.0002266378,0.00003043254,0.00214031,0.0002300012,0.001137089,0.00002356385,0.000006952878,0.00165619],"genre_scores_gemma":[0.9988497,0.0002057108,0.0001599992,0.0001220598,0.0005460436,0.00004920208,0.00001751341,0.00001743819,0.00003227395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3126686,"threshold_uncertainty_score":0.9973646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3810113662350765,"score_gpt":0.6264743845668324,"score_spread":0.2454630183317558,"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."}}