{"id":"W4252884731","doi":"10.4000/books.pum.8961","title":"Avant-propos","year":2011,"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":"Computer science","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":[0.001330322,0.0007743252,0.0004974239,0.001428017,0.008731964,0.007444781,0.001451324,0.002465409,0.1131609],"category_scores_gemma":[0.003245936,0.0003794575,0.000536843,0.001522917,0.003485166,0.004621612,0.00278381,0.003235699,0.02891988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01523631,"about_ca_system_score_gemma":0.01093927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2521064,"about_ca_topic_score_gemma":0.4288593,"domain_scores_codex":[0.9984257,0.0002772656,0.00004980057,0.0003973485,0.0005416397,0.0003082141],"domain_scores_gemma":[0.9985244,0.0001674949,0.00004581519,0.0001743473,0.000807702,0.0002801752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006056968,0.00003766865,0.001306019,0.0002112384,0.00001846059,0.0005264767,0.008396905,0.0002007611,0.0005865843,0.4322444,0.4716038,0.0848071],"study_design_scores_gemma":[0.000001905996,0.000003997198,0.000233117,0.0000812118,0.000003075723,0.0000816864,0.000701078,0.00003592058,0.00009102147,0.003352941,0.9954078,0.000006179114],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005219674,0.01734979,0.003708619,0.0242418,0.007289799,0.00008517796,0.000710541,0.0003390214,0.9410556],"genre_scores_gemma":[0.03070847,0.004224298,0.001811595,0.004588529,0.000569889,0.0000437503,0.0004229913,0.0002198484,0.9574108],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2521064,"threshold_uncertainty_score":0.5012779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02670181316859785,"score_gpt":0.1881547941608929,"score_spread":0.161452980992295,"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."}}