{"id":"W2115644982","doi":"10.1027/2192-0923/a000072","title":"A Request for Regulatory Revision","year":2015,"lang":"en","type":"article","venue":"Aviation Psychology and Applied Human Factors","topic":"Traffic and Road Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Brace; SAFER; Aeronautics; Position (finance); Bracing; Aviation; Crash; Civil aviation; Engineering; Aviation safety; Transport engineering; Business; Computer security; Computer science; Finance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02535433,0.001468144,0.001918245,0.005392163,0.004543152,0.009066975,0.005007285,0.02102027,0.4335916],"category_scores_gemma":[0.08872128,0.001247618,0.002696997,0.003821649,0.002111392,0.005840927,0.00386983,0.01119282,0.4010146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003760898,"about_ca_system_score_gemma":0.01888879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008143733,"about_ca_topic_score_gemma":0.007826339,"domain_scores_codex":[0.9762411,0.004227525,0.003343233,0.002206232,0.0114864,0.002495552],"domain_scores_gemma":[0.8933573,0.01869446,0.002391353,0.01230755,0.06945863,0.003790762],"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":[0.00004038974,0.00005303949,0.000127231,0.0002605422,0.000004958724,0.0001577949,0.00006971245,0.00003647851,0.0004212997,0.003211703,0.9766554,0.01896142],"study_design_scores_gemma":[0.00002719441,0.00002368471,0.0004759768,0.0002843731,0.000007107346,0.0000828561,0.0001510155,0.00006520117,0.0002041556,0.001165246,0.9974921,0.00002111621],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001641684,0.002513084,0.009357637,0.1147699,0.1092201,0.007657208,0.02294243,0.008950924,0.7229471],"genre_scores_gemma":[0.006786043,0.001649381,0.008182596,0.09228855,0.008591462,0.005017419,0.01267921,0.00228062,0.8625246],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4335916,"threshold_uncertainty_score":0.8079128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03682237314530767,"score_gpt":0.2928529561217848,"score_spread":0.2560305829764771,"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."}}