{"id":"W2370579821","doi":"10.1177/216507990605400103","title":"Occupational Health Nursing","year":2006,"lang":"en","type":"article","venue":"AAOHN Journal","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Certification; Credential; Occupational health nursing; Blueprint; Nursing; Occupational safety and health; Medicine; Public health; Health promotion; Computer science; Management","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00217802,0.0001078641,0.0002001047,0.0002003091,0.003164227,0.0000195681,0.0001605286,0.000103231,0.002015145],"category_scores_gemma":[0.0001561266,0.00009165597,0.00007393084,0.0002601026,0.00006132144,0.0001893603,0.00002462274,0.001215265,0.00091741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007072457,"about_ca_system_score_gemma":0.004154528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003565972,"about_ca_topic_score_gemma":0.00009443857,"domain_scores_codex":[0.9966737,0.0006915739,0.0008017592,0.0001557933,0.0006719467,0.001005238],"domain_scores_gemma":[0.9981638,0.0005644434,0.0003264339,0.0001416673,0.0003854083,0.0004182343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003941738,0.0001948438,0.5165744,0.00008277291,0.00001003931,0.00001639175,0.0005139259,0.00007654039,0.00002417919,0.03081327,0.3754699,0.07582956],"study_design_scores_gemma":[0.0008915507,0.00011935,0.9036145,0.0002718503,0.000002091701,0.00006110164,0.0002603769,0.0002105881,0.000001737863,0.01274573,0.08173175,0.00008939231],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4227408,0.005107098,0.04043862,0.1561085,0.009214814,0.0026669,0.0001699735,0.0003004401,0.3632529],"genre_scores_gemma":[0.9819781,0.000148088,0.004578263,0.004440111,0.004451427,0.00004010367,0.00009569383,0.00003100924,0.004237215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5592373,"threshold_uncertainty_score":0.9998605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1141557017774593,"score_gpt":0.5433435032686121,"score_spread":0.4291878014911528,"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."}}