{"id":"W4313524847","doi":"10.1109/sec54971.2022.00029","title":"Poster: Distracted Driving Management","year":2022,"lang":"en","type":"article","venue":"","topic":"Autonomous Vehicle Technology and Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Distracted driving; Computer science; Control (management); Collision; Computer security; Simulation; Distraction; Artificial intelligence; Psychology","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":[0.0006820305,0.0006899882,0.0002281157,0.0004440101,0.001386365,0.001379142,0.000789604,0.001419528,0.1411664],"category_scores_gemma":[0.001227704,0.0001748743,0.0002609534,0.0001860687,0.000310546,0.0007998076,0.001402459,0.001302889,0.03557961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005381893,"about_ca_system_score_gemma":0.001054726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002373175,"about_ca_topic_score_gemma":0.004528096,"domain_scores_codex":[0.9996729,0.00005632503,0.0000170668,0.00005272795,0.0001149764,0.00008601263],"domain_scores_gemma":[0.9985836,0.0001283649,0.00005261773,0.00008231649,0.0006170064,0.0005361361],"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":[0.0002814948,0.000243282,0.00166829,0.0002152617,0.00001117522,0.0003933391,0.0002247064,0.0006707573,0.003195952,0.001079233,0.8311104,0.1609062],"study_design_scores_gemma":[0.00006813127,0.0003649701,0.005050775,0.000188613,0.00002535273,0.0007921099,0.0006894544,0.004175729,0.003742792,0.001702495,0.9831624,0.0000370972],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05601,0.01055462,0.03387788,0.07124564,0.06526366,0.001392959,0.002949562,0.007757821,0.750948],"genre_scores_gemma":[0.2258897,0.003414521,0.009251607,0.00824884,0.01034242,0.0002968489,0.002198972,0.000474666,0.7398823],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1411664,"threshold_uncertainty_score":0.4722486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003136979267573088,"score_gpt":0.168297880492281,"score_spread":0.1651609012247079,"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."}}