{"id":"W6992297344","doi":"","title":"Le développement périurbain accéléré en contexte de très faible capacité portante des sols argileux. Un risque émergent ?: Étude de cas de la ville de Saint-Amable au Québec (Canada)","year":2011,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Population; Identification (biology)","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":[0.0008640712,0.0003937611,0.0003747075,0.0008853126,0.006221641,0.003124158,0.001279969,0.0009749426,0.006242395],"category_scores_gemma":[0.002525196,0.0002513015,0.0002884617,0.001122355,0.0044428,0.001078784,0.002271998,0.001083989,0.0004007816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02105368,"about_ca_system_score_gemma":0.02024854,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8884698,"about_ca_topic_score_gemma":0.952878,"domain_scores_codex":[0.9992313,0.0001596843,0.00001504131,0.00009578495,0.0001273582,0.0003708822],"domain_scores_gemma":[0.9976681,0.0003924926,0.0003778133,0.0000712009,0.0005527152,0.0009377278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002711094,0.0002237869,0.5632633,0.0001606918,0.00006424575,0.004863914,0.3731825,0.0005773788,0.00264953,0.008754149,0.005671549,0.04031773],"study_design_scores_gemma":[0.00000882933,0.0001111548,0.5563073,0.0001356893,0.0000228453,0.0005877106,0.4219067,0.0004289871,0.0003223279,0.0006675587,0.01946195,0.00003905101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936307,0.000253875,0.0001474418,0.0009712644,0.00001416163,0.00001745246,0.0001063994,0.00001004875,0.004848685],"genre_scores_gemma":[0.9941327,0.0001884766,0.0001230886,0.00007154427,0.000005355937,0.00001110469,0.00004145093,0.000007216789,0.005419121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1115302,"threshold_uncertainty_score":0.2243741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02597487966382955,"score_gpt":0.2307908815743529,"score_spread":0.2048160019105233,"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."}}