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 Where Does Safety Fit?","year":2011,"lang":"en","type":"article","venue":"","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Purchasing; Perception; Business; Marketing; Vehicle safety; Transport engineering; Applied psychology; Engineering; Psychology; Automotive engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003017002,0.0002453355,0.0003999151,0.0001431194,0.0007938457,0.000005673588,0.0003762256,0.000123839,0.001764352],"category_scores_gemma":[0.0007924094,0.0001544674,0.0001112159,0.0002403441,0.0001621647,0.0008020747,0.0005096079,0.000439589,0.0002129985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009647313,"about_ca_system_score_gemma":0.00009028291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002723551,"about_ca_topic_score_gemma":0.005159665,"domain_scores_codex":[0.997878,0.0001754925,0.0006167156,0.0003794814,0.0003491441,0.0006011412],"domain_scores_gemma":[0.9974155,0.001203759,0.0002426514,0.0006196607,0.0003633028,0.0001551647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001385474,0.00009190684,0.9432623,0.00009349419,0.00005448485,0.000003716189,0.05372619,0.000003203141,0.0002702724,0.0002226249,0.0006877134,0.001570295],"study_design_scores_gemma":[0.0006422003,0.0000393271,0.9439191,0.0008393067,0.00002702314,1.624437e-7,0.05021546,0.000009368755,0.002092047,0.000233198,0.00178423,0.0001985784],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933994,0.00004885985,0.0004112786,0.0003835055,0.0006427044,0.0005658548,0.00003651278,0.0002232754,0.004288606],"genre_scores_gemma":[0.9959561,0.0007818489,0.001426157,0.0001969728,0.00003361496,0.0000871416,0.000001885088,0.000033522,0.001482808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00351072,"threshold_uncertainty_score":0.9991482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2862485151961757,"score_gpt":0.3847210158740145,"score_spread":0.0984725006778388,"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."}}