{"id":"W1917811501","doi":"","title":"Modélisation de l'impact des séquences d'accès et intersections sur la sécurité routière le cas de la 132, route de contour de la Gaspésie","year":2008,"lang":"fr","type":"article","venue":"Sémaphore (Université du Québec à Rimouski)","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université du Québec à Rimouski","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001931617,0.0004300832,0.0004556189,0.0002204526,0.001863147,0.0002341366,0.000777067,0.0006618361,0.0008317119],"category_scores_gemma":[0.0003108398,0.0004886533,0.0005310046,0.0008098598,0.003748983,0.001818856,0.00008983585,0.0008246586,0.00002809142],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003133755,"about_ca_system_score_gemma":0.008331764,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8451121,"about_ca_topic_score_gemma":0.8631617,"domain_scores_codex":[0.9958144,0.001867464,0.0003303321,0.000568776,0.0003792198,0.001039759],"domain_scores_gemma":[0.997382,0.001215494,0.000263657,0.0003266149,0.0002121224,0.0006000973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001284522,0.0004999754,0.8089764,0.00005383133,0.0001898125,0.000427606,0.151629,0.00148381,0.0005437015,0.03025788,0.00384838,0.001961217],"study_design_scores_gemma":[0.001208073,0.0001390749,0.9306737,0.0001581577,0.0002929026,0.0003725615,0.0272261,0.003433676,0.0003851198,0.006423173,0.02905733,0.0006301996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9239281,0.003448522,0.003532279,0.002976072,0.0001589881,0.0002467507,0.0001179576,0.0002244684,0.06536686],"genre_scores_gemma":[0.9922702,0.001555755,0.0007468071,0.0001851424,0.000295919,0.000009876116,0.00002562774,0.00004885052,0.004861857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1244029,"threshold_uncertainty_score":0.9997565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01490360515390484,"score_gpt":0.2542250637575544,"score_spread":0.2393214586036495,"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."}}