{"id":"W576143632","doi":"","title":"Red flags on SMS","year":2009,"lang":"en","type":"article","venue":"AeroSafety world./AeroSafety world","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Audit; Certificate; FLAGS register; Government (linguistics); Aviation safety; Engineering; General partnership; Business; European union; Aviation; Computer security; Finance; Accounting; Computer 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":[],"consensus_categories":[],"category_scores_codex":[0.006586479,0.001285844,0.0006155619,0.003582702,0.005463463,0.008530398,0.002363218,0.007058693,0.1486206],"category_scores_gemma":[0.0315217,0.0007185576,0.0007058282,0.002510279,0.002455491,0.01037764,0.007541311,0.007771445,0.08554083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004390258,"about_ca_system_score_gemma":0.005238424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02677539,"about_ca_topic_score_gemma":0.02167046,"domain_scores_codex":[0.9906816,0.001847429,0.0005516773,0.0007305471,0.004132628,0.002056175],"domain_scores_gemma":[0.9685321,0.0068879,0.001583761,0.002806778,0.01515151,0.005037852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00005180255,0.0000170273,0.0003680745,0.00008056552,0.000002479906,0.0000918821,0.0002952889,0.00003978455,0.0003095918,0.01188238,0.9362984,0.05056264],"study_design_scores_gemma":[0.000006894474,0.0000216639,0.0003219587,0.0001311896,0.000002244173,0.00007776015,0.0002204018,0.00007887087,0.0001687369,0.0007992728,0.9981574,0.00001358012],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006203858,0.008578279,0.008985177,0.21799,0.08798568,0.0002670316,0.002839623,0.007881494,0.6592689],"genre_scores_gemma":[0.06933515,0.01175693,0.005863771,0.1274641,0.02680498,0.0002905907,0.005977057,0.002851829,0.7496557],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1486206,"threshold_uncertainty_score":0.4971855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0752856100534002,"score_gpt":0.4497004039047732,"score_spread":0.374414793851373,"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."}}