{"id":"W2295872611","doi":"10.1080/14774003.2010.11667738","title":"Research on the Periphery: The Safetynet Centre for Occupational Health and Safety Research","year":2010,"lang":"en","type":"article","venue":"Policy and Practice in Health and Safety","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Occupational safety and health; Environmental health; Poison control; Injury prevention; Engineering; Business; Forensic engineering; Political science; Medicine; Law","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":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07054235,0.0002584508,0.0004558766,0.0004846797,0.01283722,0.00008884795,0.0003628105,0.0003471829,0.0001613032],"category_scores_gemma":[0.04659852,0.000160272,0.00004412187,0.001226889,0.0009602835,0.0003270741,0.0003866237,0.006111274,0.00004967025],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004544658,"about_ca_system_score_gemma":0.01246714,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01736943,"about_ca_topic_score_gemma":0.007514405,"domain_scores_codex":[0.9793653,0.01462962,0.001326053,0.0007362254,0.001326667,0.002616158],"domain_scores_gemma":[0.8331347,0.1629937,0.000398913,0.0007226764,0.001071139,0.001678974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02185394,0.0002494516,0.01885414,0.001540115,0.00002286757,0.000002201453,0.02139272,0.000005430843,0.000002746193,0.7625318,0.02637757,0.147167],"study_design_scores_gemma":[0.001581568,0.0009215527,0.114237,0.0002789775,0.000001708472,0.00001892568,0.02256885,0.0005240483,2.405166e-7,0.007675907,0.852059,0.0001321705],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0233928,0.003380768,0.00003288426,0.9423875,0.000392829,0.007318526,0.0004723534,0.00003012386,0.02259227],"genre_scores_gemma":[0.7878791,0.08411237,0.001693014,0.115217,0.0045146,0.001925357,0.0003328627,0.0001105714,0.004215104],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8271704,"threshold_uncertainty_score":0.9961817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3245483306766367,"score_gpt":0.6173580386046106,"score_spread":0.2928097079279739,"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."}}