{"id":"W7048008091","doi":"","title":"Implantation du BIM dans la gestion et la réalisation des&#13;\\nprojets d’infrastructures de transport au ministère des&#13;\\ntransports et de la mobilité durable du Québec","year":2024,"lang":"fr","type":"other","venue":"Espace École de technologie supérieure (École de technologie supérieure)","topic":"Solar and Space Plasma Dynamics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transportation infrastructure; Transition time; Ile de france; Rail transportation","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":[0.005624011,0.000784909,0.0005273902,0.002319476,0.002283001,0.005599032,0.001193467,0.00119351,0.007404928],"category_scores_gemma":[0.00612521,0.0007733307,0.0006848974,0.002893481,0.00198293,0.002565227,0.003209772,0.001460405,0.001687231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01504684,"about_ca_system_score_gemma":0.02098211,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5811337,"about_ca_topic_score_gemma":0.6362951,"domain_scores_codex":[0.9962009,0.001005546,0.0001250185,0.0004315363,0.001900931,0.0003361161],"domain_scores_gemma":[0.996303,0.0005861187,0.0002022027,0.0004858577,0.002169315,0.0002536289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003905807,0.0004144496,0.03454928,0.0007514449,0.0001124277,0.0005414729,0.009120018,0.09269503,0.03498318,0.105629,0.01888952,0.7019237],"study_design_scores_gemma":[0.00008758831,0.0005076395,0.06939976,0.001272166,0.0001871847,0.0003067507,0.01006182,0.2320395,0.05782736,0.01857173,0.6094153,0.000323244],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.2829198,0.00239215,0.5385484,0.007240107,0.0005547216,0.0007966324,0.003274095,0.003779481,0.1604946],"genre_scores_gemma":[0.5061127,0.001901858,0.3969643,0.0004362736,0.00004383537,0.0004355345,0.002603538,0.0006474473,0.09085447],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4188663,"threshold_uncertainty_score":0.8426661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005083922001858961,"score_gpt":0.2452485595182608,"score_spread":0.2401646375164018,"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."}}