{"id":"W1990124841","doi":"10.1002/atr.101","title":"Analysis of travel patterns between road and transit‐oriented development areas","year":2010,"lang":"en","type":"article","venue":"Journal of Advanced Transportation","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transport engineering; Metropolitan area; Public transport; Transit (satellite); Traffic congestion; Investment (military); Business; Modal; Modal shift; SMA*; Geography; Computer science; Engineering; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0001757913,0.0001383263,0.0001036784,0.001309242,0.0001543429,0.0004055069,0.0001757953,0.0001228939,0.001865539],"category_scores_gemma":[0.0006175537,0.00007903472,0.0002392727,0.002135105,0.0001412274,0.0003053335,0.000361283,0.0001529025,0.0002175884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003767415,"about_ca_system_score_gemma":0.0001723874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01104914,"about_ca_topic_score_gemma":0.02014375,"domain_scores_codex":[0.9998341,0.00003731079,0.00001984012,0.0000414966,0.00003080907,0.00003651801],"domain_scores_gemma":[0.9995352,0.00006342002,0.0001952964,0.00002823432,0.000114625,0.00006327684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001451789,0.00002282984,0.9894398,0.00003616347,0.00008691214,0.000134055,0.0005406682,0.000747333,0.00100488,0.000192841,0.0002776276,0.007371662],"study_design_scores_gemma":[0.000001173409,0.00002740862,0.9973933,0.000003555797,0.00001054193,0.00005998577,0.0009924232,0.0006796488,0.0001638889,0.00002434862,0.0006408054,0.000002880122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987929,0.00004241142,0.00009358312,0.000009257143,0.000001290117,0.000004889745,0.0005296135,0.000002977965,0.0005231019],"genre_scores_gemma":[0.9985196,0.00003516302,0.0001131939,0.000002297809,0.000001120152,0.000008490078,0.0009160269,0.000001734223,0.0004023728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01104914,"threshold_uncertainty_score":0.02196968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007582559949535744,"score_gpt":0.2284498191772529,"score_spread":0.2208672592277172,"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."}}