{"id":"W1984411953","doi":"10.1016/j.aap.2007.08.018","title":"Testing assumptions implicit in the use of the 15-second rule as an early predictor of whether an in-vehicle device produces unacceptable levels of distraction","year":2007,"lang":"en","type":"article","venue":"Accident Analysis & Prevention","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Distraction; Task (project management); Poison control; Hazard; Computer science; Driving simulator; Simulation; Response time; Phone; Engineering; Psychology; Cognitive psychology; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.06893338,0.001393742,0.00124336,0.001114056,0.001130116,0.002647134,0.003152952,0.004347837,0.006404243],"category_scores_gemma":[0.2573008,0.0006061976,0.001802613,0.0006729516,0.003103468,0.004979708,0.002043047,0.006650286,0.001329682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00073017,"about_ca_system_score_gemma":0.003121928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002445542,"about_ca_topic_score_gemma":0.002090305,"domain_scores_codex":[0.9699752,0.0186202,0.001776731,0.004695264,0.003649735,0.001282813],"domain_scores_gemma":[0.1924544,0.7706571,0.01610668,0.01247341,0.005299311,0.003009118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03580699,0.01023362,0.8715228,0.0003135343,0.001512248,0.0005614528,0.003556699,0.01026758,0.006917534,0.008844475,0.001536561,0.04892652],"study_design_scores_gemma":[0.004105979,0.04417327,0.5965016,0.0004493301,0.003256806,0.001893933,0.002808952,0.2753091,0.03033887,0.0377514,0.003064375,0.0003465211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757131,0.0001173452,0.01692807,0.0009680414,0.0002235727,0.0002108561,0.0002747652,0.00007124601,0.00549296],"genre_scores_gemma":[0.9891851,0.00004417323,0.008667492,0.0003399193,0.0001013667,0.0002144883,0.0002531939,0.00004373707,0.001150572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06893338,"threshold_uncertainty_score":0.3645589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09687194974628971,"score_gpt":0.403871517262853,"score_spread":0.3069995675165633,"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."}}