{"id":"W2736427860","doi":"10.1080/14773996.2017.1356544","title":"Occupational safety and health knowledge users’ perspectives about research use","year":2017,"lang":"en","type":"article","venue":"Policy and Practice in Health and Safety","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health","funders":"Workplace Safety and Insurance Board","keywords":"Credibility; Focus group; Occupational safety and health; Qualitative research; Applied psychology; Coaching; Psychology; Sample (material); Poison control; Medical education; Public relations; Work (physics); Human factors and ergonomics; Suicide prevention; Engineering; Medicine; Environmental health; Political science; Business; Marketing; Sociology","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","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02164926,0.0002633654,0.0006136678,0.0005960027,0.01120363,0.0001619879,0.0002490497,0.0002984496,0.00006692739],"category_scores_gemma":[0.03691729,0.0002425655,0.00003432466,0.0003824963,0.0007359195,0.001540528,0.0005145827,0.002392995,0.00004876016],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008620476,"about_ca_system_score_gemma":0.01156227,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08141211,"about_ca_topic_score_gemma":0.01018295,"domain_scores_codex":[0.9896311,0.005966332,0.00128062,0.0007649714,0.0006183588,0.001738651],"domain_scores_gemma":[0.9699013,0.02605223,0.0007203032,0.0006696349,0.0007618565,0.001894622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0144186,0.000311678,0.4297349,0.003108088,0.00003235272,0.000009443201,0.0650495,0.000002261101,7.549635e-7,0.289652,0.003174646,0.1945057],"study_design_scores_gemma":[0.001659323,0.0003557903,0.6765908,0.000445049,0.0000018004,0.00002067049,0.007760511,0.0001889819,4.069398e-8,0.001104578,0.311739,0.0001334872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07427829,0.05301568,0.0001979477,0.7959077,0.0007245255,0.007428945,0.0008238927,0.0001099538,0.067513],"genre_scores_gemma":[0.7155532,0.2674282,0.001778591,0.01075909,0.001378171,0.0002141077,0.00008583209,0.00004870538,0.002754078],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7851487,"threshold_uncertainty_score":0.9999085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4122227042065224,"score_gpt":0.6407182697731905,"score_spread":0.2284955655666681,"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."}}