{"id":"W309430217","doi":"","title":"Weather or Not to Walk: The Effect of Weather and Temporal Trends During Temperate and Winter on Sidewalk Pedestrian Volumes in Montreal, Canada","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":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Precipitation; Environmental science; Temperate climate; Pedestrian; Geography; Morning; Climatology; Meteorology; Medicine; Ecology","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":[0.0003384926,0.0003764215,0.0003281985,0.0009837456,0.001079559,0.001390222,0.0008539,0.0002855239,0.00284754],"category_scores_gemma":[0.001311607,0.0002259582,0.0006163486,0.002216728,0.000495689,0.0003564541,0.0005849665,0.0003751887,0.0002370089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0141491,"about_ca_system_score_gemma":0.00944701,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9912239,"about_ca_topic_score_gemma":0.9955359,"domain_scores_codex":[0.9994965,0.00004836965,0.00002053995,0.00009083141,0.0001682634,0.0001755339],"domain_scores_gemma":[0.9986315,0.0001149069,0.0002772918,0.00003411276,0.0006045743,0.0003376403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001249634,0.00002283445,0.9911771,0.00003394312,0.00009586909,0.00008863695,0.0005519911,0.0006011261,0.0004072418,0.00007068398,0.001216756,0.005608771],"study_design_scores_gemma":[0.000001071333,0.000008511771,0.9990224,0.00000606313,0.000007961158,0.000009243855,0.000343817,0.0001970516,0.0000276808,0.000003716666,0.0003679041,0.000004721412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893707,0.0007570738,0.0002088458,0.0002252608,0.00002027838,0.00002550367,0.006220595,0.00002737405,0.00314432],"genre_scores_gemma":[0.9963626,0.00029734,0.0001456853,0.00002789129,0.000007248611,0.000009570494,0.001767606,0.000009459075,0.001372641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0141491,"threshold_uncertainty_score":0.1026594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03860598780502542,"score_gpt":0.3721654118484054,"score_spread":0.33355942404338,"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."}}