{"id":"W1864037782","doi":"10.1080/15459620590929978","title":"Henry Smyth Jr. Award Lecture–","year":2005,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Hygiene","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health and Safety Executive","keywords":"Occupational hygiene; Hygiene; Management; Medicine; Political science; Law; Occupational safety and health","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":[0.002114801,0.00095004,0.0005166021,0.001269935,0.001665073,0.003109082,0.0007791849,0.002119057,0.1206151],"category_scores_gemma":[0.003331163,0.0003252922,0.0006931376,0.0004509464,0.0006892728,0.001446149,0.002142698,0.003741478,0.06197578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003318092,"about_ca_system_score_gemma":0.006088114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00524611,"about_ca_topic_score_gemma":0.01664107,"domain_scores_codex":[0.9984848,0.0001175975,0.00005206716,0.0002166922,0.0009025647,0.000226289],"domain_scores_gemma":[0.9969633,0.0001200028,0.00007058809,0.00006524105,0.0009616473,0.00181918],"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":[0.0000190187,0.00002575934,0.00008089839,0.00002992699,0.000002254091,0.00004406464,0.00001660045,0.00003452132,0.0001168676,0.001951486,0.9647717,0.03290704],"study_design_scores_gemma":[0.000005456971,0.00003025613,0.0004202201,0.00008101796,0.000002660393,0.0001397069,0.00004170236,0.00003693966,0.00008005811,0.0007280044,0.9984292,0.000004732788],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001714384,0.04786508,0.001753793,0.1650147,0.3360197,0.0001333772,0.0005849995,0.00032872,0.4465852],"genre_scores_gemma":[0.005951239,0.01886732,0.000714223,0.01037517,0.02287361,0.00004497332,0.0002092654,0.0001181498,0.9408461],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1206151,"threshold_uncertainty_score":0.4034976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05017959018437938,"score_gpt":0.4058509401931037,"score_spread":0.3556713500087244,"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."}}