{"id":"W7092358287","doi":"10.16037/j.1007-869x.20241456","title":"Study on Passenger Route Choice Differences between the Urban Rail Transit Station Pairs","year":2025,"lang":"zh","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education and Child Care","funders":"","keywords":"Rail transit; Urban rail transit; Transit (satellite); Position (finance); Travel time; Public transport; Distribution (mathematics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.000272422,0.000199771,0.0001697936,0.0004453124,0.000364981,0.0003729709,0.0001731671,0.0001762512,0.00355924],"category_scores_gemma":[0.001279313,0.00009256287,0.0003919119,0.0006480817,0.0001464246,0.0003798351,0.0002718346,0.0002096213,0.0002352323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003744017,"about_ca_system_score_gemma":0.0002832494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01097976,"about_ca_topic_score_gemma":0.01509569,"domain_scores_codex":[0.9997576,0.00006365484,0.00001452967,0.00006950802,0.00004694374,0.00004773459],"domain_scores_gemma":[0.9994732,0.0002018852,0.0001219864,0.00002910297,0.0001023097,0.00007151294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004000583,0.0002596138,0.9764215,0.00006487833,0.0001347334,0.0002382237,0.003842444,0.002618917,0.001561326,0.0008326421,0.0004065405,0.01321915],"study_design_scores_gemma":[0.000006604577,0.000290275,0.9844984,0.000008664795,0.00004577617,0.0001768573,0.007247538,0.005900721,0.0004629234,0.0002989172,0.00104509,0.00001816317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992319,0.00001359217,0.0002576631,0.00001018251,0.000001851255,0.000005004537,0.00009489107,0.00000122001,0.0003835967],"genre_scores_gemma":[0.9992824,0.00001813681,0.0001397854,0.000003355753,0.00000106728,0.000005500913,0.0001744705,0.000001011685,0.0003742455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01097976,"threshold_uncertainty_score":0.02183175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2122499819932455,"score_gpt":0.5103818904166763,"score_spread":0.2981319084234308,"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."}}