{"id":"W1625329105","doi":"10.3233/wor-2010-1036","title":"An ergonomic approach to reorganize parking inspection agents' work productivity, health and safety in São Paulo, Brazil","year":2010,"lang":"en","type":"article","venue":"Work","topic":"Traffic and Road Safety","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Work (physics); Documentation; Occupational safety and health; Productivity; Vulnerability (computing); Human factors and ergonomics; Business; Sick leave; Public relations; Suicide prevention; Poison control; Psychology; Marketing; Applied psychology; Environmental health; Engineering; Medicine; Political science; Economic growth; Computer security; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00319035,0.0004203596,0.0001660136,0.00277978,0.002192238,0.001761811,0.0006996668,0.0005637119,0.0008233736],"category_scores_gemma":[0.003613813,0.000282147,0.000284939,0.00108993,0.002009118,0.0008626349,0.001588447,0.0003849739,0.0000635737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003710467,"about_ca_system_score_gemma":0.007197964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02483798,"about_ca_topic_score_gemma":0.06731533,"domain_scores_codex":[0.9982519,0.001229814,0.00008080358,0.0001079473,0.0001714672,0.0001581351],"domain_scores_gemma":[0.9983314,0.0007011441,0.0003287238,0.00007328465,0.0003340566,0.0002314178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001435877,0.0005899594,0.2093892,0.001427532,0.00005436855,0.001677971,0.5597817,0.00152391,0.007874859,0.01048517,0.002747867,0.2043038],"study_design_scores_gemma":[0.00002922977,0.0003974065,0.37588,0.001005737,0.00005977615,0.0007018399,0.5843568,0.002057409,0.001022593,0.003791842,0.03064862,0.00004882101],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.963481,0.002584709,0.00988957,0.005293697,0.00008298708,0.0003648604,0.00006414807,0.00004845832,0.01819052],"genre_scores_gemma":[0.9918554,0.0008153333,0.006076183,0.000119108,0.00001133821,0.0001169574,0.00001743983,0.000003599207,0.0009845181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02483798,"threshold_uncertainty_score":0.0493868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00805585525922498,"score_gpt":0.2244369546588525,"score_spread":0.2163810993996276,"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."}}