{"id":"W7127116943","doi":"10.18357/wg22201637","title":"Travel Mode and School Catchment Area","year":2016,"lang":"","type":"article","venue":"Western Geography","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity Western University; Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada; Strong","keywords":"Catchment area; Neighbourhood (mathematics); Physical activity; Mode choice; Mode (computer interface); Human factors and ergonomics; Data collection","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":[0.0002701588,0.0001847069,0.0002868262,0.001047729,0.001258336,0.001159364,0.0006570268,0.0002677724,0.009576209],"category_scores_gemma":[0.002686453,0.0001661145,0.0004721845,0.002697849,0.0004030181,0.0003399845,0.0007453227,0.0004044647,0.0004742811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003147756,"about_ca_system_score_gemma":0.005021024,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8384624,"about_ca_topic_score_gemma":0.9084375,"domain_scores_codex":[0.9995103,0.00006844238,0.00003058117,0.00008375882,0.0001227507,0.0001841987],"domain_scores_gemma":[0.9987368,0.0001855386,0.0002766419,0.00005699461,0.0002863256,0.0004576338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008617321,0.00005093955,0.9895783,0.00004453968,0.00004843116,0.0001846418,0.001129644,0.0001846823,0.0001964722,0.0002722906,0.001295338,0.006928341],"study_design_scores_gemma":[0.000003697247,0.00002005499,0.9964939,0.00002624619,0.0000162814,0.00009822597,0.001943224,0.0001243247,0.0000231692,0.00003675904,0.001209061,0.000005093158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920684,0.0005159205,0.0001529323,0.0001637451,0.000007842896,0.00004617247,0.002017602,0.00001819968,0.005009292],"genre_scores_gemma":[0.9978048,0.0002601796,0.0001323106,0.00002526963,0.000002491919,0.00002495266,0.00059002,0.000008268269,0.001151639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8384624,"threshold_uncertainty_score":0.3249779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01716416174672487,"score_gpt":0.2745352134952808,"score_spread":0.257371051748556,"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."}}