{"id":"W2109994474","doi":"10.1016/j.apergo.2008.07.001","title":"Ergonomics contributions to company strategies","year":2008,"lang":"en","type":"article","venue":"Applied Ergonomics","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"Erasmus Research Institute of Management; Erasmus Universiteit Rotterdam","keywords":"Human factors and ergonomics; Participatory ergonomics; Occupational safety and health; Order (exchange); Legislation; Knowledge management; Engineering; Process management; Business; Computer science; Poison control; Medicine; Political science","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000541543,0.0001969444,0.0003704197,0.0001612121,0.001910037,0.00001391414,0.000325753,0.0002308804,0.0003447357],"category_scores_gemma":[0.000116203,0.0002027143,0.00006533375,0.0002851071,0.0001174858,0.0001184188,0.0001803972,0.0007187306,0.005907858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007117031,"about_ca_system_score_gemma":0.002282006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003818527,"about_ca_topic_score_gemma":0.0003191931,"domain_scores_codex":[0.9976696,0.0001096476,0.0006997716,0.0003676181,0.0001853934,0.0009680181],"domain_scores_gemma":[0.9976215,0.0009277862,0.0001350439,0.0004524532,0.0002645504,0.0005986601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.004200255,0.0002147859,0.01802938,0.0001557621,0.00006898277,0.000007565956,0.00285926,0.003774606,0.0007345235,0.8791788,0.08482084,0.005955241],"study_design_scores_gemma":[0.002093567,0.0001213619,0.6160522,0.00002843251,0.00001161658,0.000005378245,0.002213357,0.0007196137,0.00009484762,0.003648282,0.3745556,0.0004557741],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.87888,0.00006163617,0.006420946,0.001655916,0.000772663,0.002284699,0.0004759571,0.0002139831,0.1092342],"genre_scores_gemma":[0.9921692,0.0002058247,0.002550008,0.002312274,0.0007323388,0.000700543,0.0002020007,0.00003662574,0.001091166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8755305,"threshold_uncertainty_score":0.9993894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07152043618689163,"score_gpt":0.4333443807276595,"score_spread":0.3618239445407678,"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."}}