{"id":"W2268753056","doi":"10.1186/s12966-016-0339-0","title":"Bike Score®: Associations between urban bikeability and cycling behavior in 24 cities","year":2016,"lang":"en","type":"article","venue":"International Journal of Behavioral Nutrition and Physical Activity","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":121,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health Authority; University of British Columbia; University of Saskatchewan; Saskatchewan Health; Simon Fraser University","funders":"Canadian Institutes of Health Research","keywords":"Cycling; Census; Metric (unit); Geography; Demography; Poison control; Human factors and ergonomics; Injury prevention; Population; Medicine; Environmental health; Engineering; Sociology; Operations management","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":[0.0007263775,0.0004895152,0.0003723596,0.00157077,0.0007004948,0.001017163,0.0008822603,0.0004351954,0.002716054],"category_scores_gemma":[0.002711139,0.0003102879,0.0008096872,0.003391274,0.000477438,0.000421119,0.001128511,0.0005464517,0.0004035656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002973717,"about_ca_system_score_gemma":0.003496199,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7221732,"about_ca_topic_score_gemma":0.7715961,"domain_scores_codex":[0.9993023,0.00009135005,0.0000588251,0.000191074,0.0002112432,0.0001452403],"domain_scores_gemma":[0.9980562,0.0002081108,0.000651841,0.0001437735,0.000614301,0.000325865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005661006,0.00001576461,0.9978374,0.00001723555,0.000154606,0.00001102854,0.00007107552,0.0003320349,0.00005712108,0.00002840009,0.0002877491,0.001130974],"study_design_scores_gemma":[0.00000221371,0.00001588219,0.9992926,0.000005153302,0.00002603714,0.00001005169,0.00009959548,0.0002947516,0.00002377964,0.00001349136,0.0002117567,0.000004594751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933332,0.0001475128,0.0003031597,0.00004957316,0.000004936542,0.00002315809,0.005345099,0.00003078194,0.0007625731],"genre_scores_gemma":[0.9955946,0.000069646,0.0002448927,0.00001075965,0.000003563603,0.00003283829,0.003562105,0.00001008198,0.0004715106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7221732,"threshold_uncertainty_score":0.558926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07102542580378665,"score_gpt":0.3800032536580556,"score_spread":0.308977827854269,"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."}}