{"id":"W7026611212","doi":"","title":"Alleviating traffic congestion in Montreal's Champlain Bridge corridor : commuter rail or express bus?","year":2005,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Transportation Planning and Optimization","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bridge (graph theory); Public transport; Rail transit; Traffic congestion; Mode (computer interface); Light rail transit; Work (physics); Urban rail transit","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":[0.0003764616,0.0003189481,0.0002255851,0.0002985132,0.0006861234,0.001147352,0.0007859239,0.0004081616,0.005139104],"category_scores_gemma":[0.001134118,0.0001328865,0.0003669003,0.0005764927,0.0005678567,0.0006158286,0.0004101471,0.0004191989,0.0001513434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007964217,"about_ca_system_score_gemma":0.007154566,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7854768,"about_ca_topic_score_gemma":0.8971717,"domain_scores_codex":[0.9998086,0.00006475589,0.000001802468,0.00001988173,0.00001996225,0.00008502858],"domain_scores_gemma":[0.9997789,0.00006202216,0.00003193648,0.000009097313,0.00004692594,0.0000710212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0006635376,0.001004635,0.1492155,0.0003962078,0.0002920546,0.0008112543,0.002183984,0.5459623,0.01168335,0.102706,0.0349976,0.1500836],"study_design_scores_gemma":[0.0003361016,0.0009863997,0.2391113,0.0001603647,0.0003582781,0.00009435947,0.00869575,0.6930771,0.003726111,0.01746229,0.03584911,0.0001428026],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9642258,0.0003752069,0.009425768,0.003758555,0.00003354754,0.0001090775,0.0003452603,0.00006655711,0.02166032],"genre_scores_gemma":[0.9894195,0.0005403635,0.003032991,0.0001037533,0.00001719566,0.00003521832,0.0001224812,0.00001195317,0.006716582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2145232,"threshold_uncertainty_score":0.4315731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02794243288446455,"score_gpt":0.2814632586073371,"score_spread":0.2535208257228725,"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."}}