{"id":"W4214699343","doi":"10.1136/injuryprev-2012-040590m.21","title":"Principal","year":2012,"lang":"en","type":"article","venue":"Injury Prevention","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Government (linguistics); Business; Procurement; Construction industry; Occupational safety and health; Finance; Public relations; Engineering; Operations management; Marketing; Medicine; Political science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002379625,0.0007986454,0.0008576302,0.001558056,0.003181839,0.004130826,0.002345133,0.002055671,0.4515807],"category_scores_gemma":[0.007341659,0.0005700565,0.0004296457,0.0008521273,0.001064504,0.001307173,0.002863876,0.002421972,0.207567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003566079,"about_ca_system_score_gemma":0.01269026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006309484,"about_ca_topic_score_gemma":0.008718177,"domain_scores_codex":[0.9968013,0.0004677514,0.0001810784,0.0009234063,0.0009819926,0.00064449],"domain_scores_gemma":[0.9943508,0.0003216367,0.0002598922,0.000419081,0.00229594,0.002352556],"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":[0.0007250946,0.0004959701,0.007911458,0.0009117029,0.00001492218,0.001715046,0.002201817,0.0002802695,0.001176232,0.02125981,0.8001637,0.163144],"study_design_scores_gemma":[0.00009464792,0.0002421725,0.004328533,0.0005517743,0.00001212297,0.001266853,0.00245099,0.0002279139,0.0005776688,0.004296626,0.9859235,0.0000272462],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04510135,0.00456935,0.01782981,0.04860558,0.02124807,0.01076157,0.0183478,0.003789403,0.829747],"genre_scores_gemma":[0.07918521,0.001858801,0.006345939,0.01579208,0.001738966,0.003680683,0.004241883,0.0005256645,0.8866307],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5484194,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1348232606920496,"score_gpt":0.5496370960233472,"score_spread":0.4148138353312976,"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."}}