{"id":"W7019493828","doi":"","title":"\"How’s My Driving\" Website","year":2016,"lang":"en","type":"article","venue":"University of New Hampshire Scholars Repository (University of New Hampshire at Manchester)","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Audit; Action (physics); Courtesy; Work (physics); Product (mathematics)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008340406,0.0004285398,0.0007913771,0.0007790079,0.0009123365,0.0002387007,0.002791204,0.0003490828,0.001268708],"category_scores_gemma":[0.0002462546,0.0004300823,0.0007082732,0.001019497,0.0005856526,0.005874362,0.001389732,0.0003006927,0.0006463184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004321117,"about_ca_system_score_gemma":0.000394339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003985132,"about_ca_topic_score_gemma":0.0006814694,"domain_scores_codex":[0.9956601,0.0002455676,0.0005373493,0.0009485907,0.002050075,0.0005583747],"domain_scores_gemma":[0.9954275,0.0004519162,0.001317877,0.001464924,0.0005867791,0.0007509931],"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":[0.001662425,0.0003620331,0.3825674,0.000101756,0.0005267771,0.0006749234,0.02478682,0.00003875133,0.07727733,0.001502394,0.3942337,0.1162657],"study_design_scores_gemma":[0.003409052,0.0002056766,0.3614566,0.0002480538,0.0001861618,0.00004600562,0.0139504,0.00008028795,0.001158597,0.0004142538,0.6182131,0.0006318307],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975368,0.0001193604,0.008386985,0.005756203,0.0004149739,0.0003607926,0.00003936741,0.0001529409,0.009401367],"genre_scores_gemma":[0.6492672,0.00008027117,0.003830375,0.0000867039,0.00008209172,4.075731e-8,0.00001175114,0.00001990006,0.3466217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3372203,"threshold_uncertainty_score":0.9998151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1059132010767365,"score_gpt":0.2901930846336764,"score_spread":0.18427988355694,"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."}}