{"id":"W7010959643","doi":"","title":"L'apprentissage d'une nouvelle territorialisation des grands projets routiers au ministère des transports au Québec","year":2008,"lang":"en","type":"dissertation","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Engineering and Materials Science Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stakeholder; Context (archaeology); Christian ministry; Ministry of Transport; Transportation planning; Integrated business planning; Urban planning; Project stakeholder; Project planning","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":[0.006368134,0.0006937039,0.0003470019,0.0009009131,0.00506603,0.005843904,0.0009869975,0.001847669,0.01137928],"category_scores_gemma":[0.008255674,0.000474059,0.0007876045,0.001291489,0.002984035,0.002128821,0.001796059,0.002501053,0.001125855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.020432,"about_ca_system_score_gemma":0.03805042,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.775835,"about_ca_topic_score_gemma":0.8031754,"domain_scores_codex":[0.9950735,0.002390386,0.00008424902,0.0004224275,0.00129655,0.0007329724],"domain_scores_gemma":[0.9924738,0.002448478,0.0004428522,0.0005652103,0.002361468,0.001708096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008564602,0.0009460656,0.08758246,0.001588093,0.0001869156,0.004050788,0.08592153,0.01318892,0.0176908,0.1571299,0.06217327,0.5686849],"study_design_scores_gemma":[0.00009660429,0.0004265276,0.1660929,0.0005391673,0.00003614303,0.0007785656,0.02949328,0.003394234,0.003724859,0.002411041,0.7928816,0.0001249932],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7087456,0.01115597,0.05104711,0.0265318,0.0009116625,0.0008628682,0.001162225,0.0005127598,0.19907],"genre_scores_gemma":[0.8395451,0.004249575,0.0312396,0.001178334,0.0001052861,0.0004611099,0.0006247432,0.0001501637,0.122446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.224165,"threshold_uncertainty_score":0.4509703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00862578946608225,"score_gpt":0.2021976614964774,"score_spread":0.1935718720303952,"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."}}