{"id":"W638843832","doi":"","title":"Winter Cycling in North American Cities: Climate and Roadway Surface Conditions","year":2012,"lang":"en","type":"article","venue":"Transportation Research Board 91st Annual MeetingTransportation Research Board","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cycling; Environmental science; Precipitation; Snow; Population; Geography; Meteorology; Climatology; Demography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001817136,0.0001829673,0.0002219203,0.0006398494,0.0007267309,0.0007492832,0.0002833545,0.0002183946,0.001750082],"category_scores_gemma":[0.0004710011,0.0001227318,0.0002856857,0.00215807,0.0002490743,0.000275834,0.0004536073,0.0002653596,0.0001747723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001733653,"about_ca_system_score_gemma":0.001426236,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.667964,"about_ca_topic_score_gemma":0.831887,"domain_scores_codex":[0.9998139,0.00003371362,0.000008067175,0.00004293461,0.00004867366,0.0000528063],"domain_scores_gemma":[0.9994766,0.00006817644,0.000145565,0.00002727194,0.0001518295,0.000130524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002182546,0.00003093597,0.9967921,0.000009196983,0.00003466896,0.00004823096,0.0004492328,0.0002303699,0.000139982,0.00003246626,0.0003242317,0.001886674],"study_design_scores_gemma":[3.372247e-7,0.000005569781,0.99921,0.000001586543,0.000003987397,0.000006083303,0.0004986438,0.0001221367,0.000007522443,0.000004213644,0.0001389043,0.000001136722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984725,0.00009601757,0.00004182996,0.00003818608,0.000001835209,0.000005470829,0.0005928525,0.000002722287,0.0007486265],"genre_scores_gemma":[0.9984953,0.0001205165,0.00006689044,0.00001096866,0.000003383188,0.0000103357,0.0008362673,0.00000163787,0.0004547478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.667964,"threshold_uncertainty_score":0.6679829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06599496726980868,"score_gpt":0.4157419757771247,"score_spread":0.349747008507316,"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."}}