{"id":"W4251489142","doi":"10.2196/preprints.16154","title":"Quality and Accuracy of Information Available on Websites for Distracted Driving: Qualitative Analysis (Preprint)","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Distracted driving; Distraction; Government (linguistics); Quality (philosophy); The Internet; Advertising; Internet privacy; Applied psychology; Engineering; Psychology; Business; World Wide Web; Computer science","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":[0.02283641,0.0002208941,0.0007019617,0.004329454,0.002320817,0.004781604,0.00109112,0.0008989606,0.003795328],"category_scores_gemma":[0.1174066,0.0004153831,0.0005473056,0.006351233,0.004553107,0.00456909,0.003530598,0.001068495,0.0005549893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006808453,"about_ca_system_score_gemma":0.005375402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02118492,"about_ca_topic_score_gemma":0.01686442,"domain_scores_codex":[0.9790639,0.01367835,0.00157371,0.0009640986,0.003620461,0.001099411],"domain_scores_gemma":[0.8142672,0.151327,0.0117396,0.002008206,0.01847284,0.002185013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006604646,0.00004101219,0.04298512,0.0009195022,0.00002163436,0.0002136123,0.9441352,0.00007027492,0.00030563,0.001309763,0.00159385,0.008338294],"study_design_scores_gemma":[0.000005003638,0.00003802531,0.02426858,0.0006339922,0.00001326771,0.00007034408,0.969518,0.0001810816,0.0002391242,0.0002571639,0.004749596,0.00002587582],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862154,0.000504192,0.001333407,0.00260119,0.0000428576,0.0003275064,0.002061612,0.00002054104,0.006893275],"genre_scores_gemma":[0.9959399,0.0005372761,0.0007239679,0.0005006904,0.0000149499,0.00052934,0.0004735906,0.00003010038,0.001250156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02283641,"threshold_uncertainty_score":0.1207719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08325011266163622,"score_gpt":0.4161537046692566,"score_spread":0.3329035920076203,"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."}}