{"id":"W4206183294","doi":"10.4000/books.pum.13645","title":"Avant-propos","year":2003,"lang":"fr","type":"book-chapter","venue":"Presses de l’Université de Montréal eBooks","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology","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":[0.001724516,0.0009368874,0.0005778623,0.001639128,0.005250268,0.008266534,0.001807614,0.002664252,0.1317261],"category_scores_gemma":[0.004561164,0.0004530125,0.0007886186,0.001696285,0.002483235,0.006363706,0.003757853,0.002943954,0.05175814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005961301,"about_ca_system_score_gemma":0.005068638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0197484,"about_ca_topic_score_gemma":0.03404248,"domain_scores_codex":[0.9979012,0.0004823852,0.00008720631,0.0005271018,0.0007282341,0.0002738579],"domain_scores_gemma":[0.9981576,0.0003057879,0.00007592668,0.0003000502,0.0008282571,0.000332421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008840162,0.00006434637,0.001194076,0.0003809821,0.00002297261,0.0006078053,0.007536195,0.0003134044,0.0008744245,0.4457433,0.3811763,0.1619977],"study_design_scores_gemma":[0.000002927602,0.000009033651,0.0001623625,0.0001215711,0.000004390227,0.0001566741,0.0006991204,0.00004953619,0.0001648418,0.006883187,0.9917397,0.000006665375],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005080135,0.01688118,0.01142758,0.01830845,0.00915288,0.0001356358,0.0007909136,0.000687136,0.9375361],"genre_scores_gemma":[0.0323791,0.00723395,0.007341396,0.004192194,0.001064308,0.0001065288,0.000784045,0.0004945035,0.9464039],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1317261,"threshold_uncertainty_score":0.4406678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01984203151918091,"score_gpt":0.1895896132438238,"score_spread":0.1697475817246429,"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."}}