{"id":"W2985107336","doi":"10.2196/16154","title":"Quality and Accuracy of Information Available on Websites for Distracted Driving: Qualitative Analysis","year":2019,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; McMaster University","funders":"","keywords":"Distracted driving; Distraction; Government (linguistics); Quality (philosophy); The Internet; Statistic; Social media; Internet privacy; Advertising; Applied psychology; Computer security; Psychology; Business; Computer science; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.02336414,0.0003104305,0.0009259912,0.005603977,0.002301073,0.004559835,0.001503106,0.001051813,0.002042038],"category_scores_gemma":[0.1155104,0.0004958636,0.0005825254,0.006404427,0.004256525,0.004474436,0.004268998,0.001222967,0.0003098344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005521195,"about_ca_system_score_gemma":0.0043668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01900746,"about_ca_topic_score_gemma":0.01609386,"domain_scores_codex":[0.9771967,0.01471909,0.001568941,0.0008650977,0.004305489,0.001344745],"domain_scores_gemma":[0.8431947,0.1246929,0.01060827,0.002164309,0.01678564,0.00255422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006770521,0.00004596094,0.05992216,0.0009076169,0.00002993524,0.0003954209,0.9268409,0.00009988543,0.0004182745,0.001049154,0.0007290216,0.009494035],"study_design_scores_gemma":[0.00000479075,0.00003606496,0.02547221,0.000705123,0.00002097153,0.0001518337,0.968599,0.0004013467,0.0002624969,0.0003345797,0.003979871,0.00003176021],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917839,0.0004289332,0.001225015,0.001029904,0.00001401514,0.0001884189,0.0007511828,0.00001731346,0.004561298],"genre_scores_gemma":[0.9976913,0.000431092,0.0006757746,0.0002136489,0.00000596493,0.0002080934,0.0002791806,0.00002005268,0.0004750698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02336414,"threshold_uncertainty_score":0.1235629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1637954040270196,"score_gpt":0.5976727816023862,"score_spread":0.4338773775753667,"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."}}