{"id":"W3123820998","doi":"","title":"Les composantes de la modélisation d’un projet de transport urbain : la spécificité de la Grande Région de Montréal","year":2012,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Transportation Planning and Optimization","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","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":[0.001029069,0.001158399,0.000590214,0.001039444,0.001162255,0.00372338,0.001331217,0.001454471,0.003666669],"category_scores_gemma":[0.002271231,0.0005400507,0.001313976,0.001559818,0.001114902,0.001167432,0.001033726,0.001135269,0.0003701811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007367349,"about_ca_system_score_gemma":0.005224746,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5818437,"about_ca_topic_score_gemma":0.4463345,"domain_scores_codex":[0.9992906,0.0002000252,0.00003003119,0.0001510728,0.0001989746,0.0001293415],"domain_scores_gemma":[0.9993711,0.0002984581,0.0000492272,0.00004435109,0.0001747114,0.00006217106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003507883,0.00002106998,0.003208961,0.00004455685,0.00002867718,0.0001347594,0.0002545619,0.9756713,0.0006571648,0.01495998,0.0003642818,0.004619697],"study_design_scores_gemma":[0.00001525112,0.00002242826,0.002152754,0.00002296931,0.00002414757,0.0000210826,0.0002231881,0.9889625,0.0008760734,0.002894531,0.004763286,0.00002184506],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5566841,0.0007830423,0.3844994,0.001475242,0.0001035802,0.0004367003,0.003933539,0.0008949983,0.05118932],"genre_scores_gemma":[0.9086686,0.0006082964,0.07720261,0.00004587567,0.00001606737,0.000388378,0.001729766,0.0001386675,0.01120174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4181563,"threshold_uncertainty_score":0.8412377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0138464014154402,"score_gpt":0.2529442626796422,"score_spread":0.239097861264202,"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."}}