{"id":"W4395703369","doi":"10.1016/j.cities.2024.105042","title":"Understanding user behaviors and safety concerns on shared use paths in Edmonton, Canada","year":2024,"lang":"en","type":"article","venue":"Cities","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business; Internet privacy; Computer science","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":[0.001498341,0.0003100043,0.0004486572,0.001573057,0.007183902,0.004507473,0.001169414,0.0006616158,0.00335941],"category_scores_gemma":[0.005666597,0.0003867136,0.0005688133,0.003899186,0.001400908,0.001421687,0.002150754,0.001284712,0.0002819018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.052022,"about_ca_system_score_gemma":0.05766784,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9972007,"about_ca_topic_score_gemma":0.9993176,"domain_scores_codex":[0.9986665,0.0002226772,0.00004494997,0.0001707594,0.0004372766,0.0004577365],"domain_scores_gemma":[0.9949265,0.0009960908,0.0004343443,0.0001385633,0.002590648,0.0009138576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001486765,0.0002952454,0.8562913,0.00008881291,0.00007085038,0.0003243375,0.08888692,0.001470762,0.0004782761,0.003397436,0.007036277,0.04151116],"study_design_scores_gemma":[0.000009628072,0.00004240709,0.8447964,0.000238987,0.00004948213,0.00006204082,0.1371495,0.002903307,0.0002810332,0.0004532366,0.01395401,0.00005997281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906753,0.000275807,0.0003624368,0.0007342044,0.00001252951,0.00003926266,0.0005367921,0.00001475477,0.00734894],"genre_scores_gemma":[0.9905157,0.0004288249,0.0008465394,0.0001746363,0.000003458284,0.00004770582,0.000482191,0.00002119096,0.007479817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.052022,"threshold_uncertainty_score":0.3774478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1057146023321177,"score_gpt":0.3066677646842371,"score_spread":0.2009531623521194,"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."}}