{"id":"W2917519425","doi":"10.1093/annhyg/mes007","title":"Annals of Occupational Hygiene Performance, 2011","year":2012,"lang":"en","type":"article","venue":"The Annals of Occupational Hygiene","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Annals; Occupational hygiene; Hygiene; Environmental health; Medicine; Occupational safety and health; Pathology; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004570533,0.0009735813,0.0004746592,0.002248087,0.001776823,0.005183727,0.001429462,0.001765235,0.1615395],"category_scores_gemma":[0.01231189,0.0004605611,0.0004013678,0.002466834,0.0009844421,0.002455363,0.003044463,0.002169719,0.08161031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004158638,"about_ca_system_score_gemma":0.01023601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006435333,"about_ca_topic_score_gemma":0.009268504,"domain_scores_codex":[0.9951484,0.0009270331,0.0005145476,0.0003865667,0.002456949,0.0005665495],"domain_scores_gemma":[0.9931398,0.0007548735,0.0005086703,0.0004587858,0.003288855,0.001849041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005177162,0.00007203691,0.002248119,0.0003746202,0.000007288047,0.0000661618,0.0002873231,0.00005046956,0.000150702,0.002245283,0.7677336,0.2267127],"study_design_scores_gemma":[0.000006690084,0.00004574385,0.00683945,0.0005713379,0.000003557583,0.0001880832,0.0003507745,0.00004440848,0.0001055458,0.0006659615,0.9911668,0.00001162434],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008828049,0.141404,0.002733225,0.1415465,0.05751656,0.0004744536,0.007023398,0.0009909761,0.6394829],"genre_scores_gemma":[0.05159603,0.1008864,0.002577376,0.01052502,0.01589017,0.0005079817,0.006196364,0.0002628008,0.8115579],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1615395,"threshold_uncertainty_score":0.5404035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3647311978637751,"score_gpt":0.5296817683105616,"score_spread":0.1649505704467865,"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."}}