{"id":"W2160171823","doi":"10.1123/jpah.2012-0320","title":"Active Transportation in Kingston, Ontario: An Analysis of Mode, Destination, Duration, and Season among Walkers and Cyclists","year":2015,"lang":"en","type":"article","venue":"Journal of Physical Activity and Health","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"Public Health Agency of Canada","keywords":"Destinations; Telephone survey; Duration (music); Cycling; Demography; Travel survey; Mode choice; Geography; Work (physics); Mode (computer interface); Physical activity; Winter season; Telephone interview; Psychology; Travel behavior; Medicine; Transport engineering; Physical therapy; Advertising; Public transport; Tourism; Business; Engineering; Sociology; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003289908,0.0002359796,0.0003386192,0.0007872994,0.00165346,0.0007745325,0.0007432275,0.0003468098,0.002033555],"category_scores_gemma":[0.0009667511,0.000285859,0.0004886381,0.002792348,0.0003757895,0.0003356602,0.0007690606,0.0002787478,0.000341036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009059522,"about_ca_system_score_gemma":0.01029985,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9806423,"about_ca_topic_score_gemma":0.9926863,"domain_scores_codex":[0.9996494,0.00002778129,0.00003646276,0.00006469898,0.00009829561,0.0001232794],"domain_scores_gemma":[0.9989141,0.00006546447,0.0002644105,0.00004150086,0.0004208156,0.0002937002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004711534,0.00001277407,0.9962388,0.00003326064,0.00001864426,0.00007605919,0.001204039,0.00002739163,0.0001477372,0.00002143467,0.000392186,0.00178054],"study_design_scores_gemma":[0.000002055292,0.00001262908,0.9976742,0.00001799272,0.000007124796,0.00002374744,0.001764687,0.00005870115,0.00001008662,0.000005322183,0.0004203857,0.000003045838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955143,0.0002769339,0.00008235176,0.00009593325,0.000004684185,0.0000367352,0.002874122,0.000004735542,0.001110277],"genre_scores_gemma":[0.9962973,0.0004039728,0.0001578935,0.00005435744,0.000003635004,0.00004067304,0.001682579,0.000004795612,0.001354839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01935774,"threshold_uncertainty_score":0.0657317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04290806707938008,"score_gpt":0.3672392581627745,"score_spread":0.3243311910833945,"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."}}