{"id":"W4407055749","doi":"10.4000/137z5","title":"Avant-propos","year":2025,"lang":"fr","type":"article","venue":"Bulletin du Centre de recherche du château de Versailles","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Art; Humanities","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002681941,0.001051981,0.0006306917,0.001698627,0.005315706,0.01022873,0.001745738,0.003232535,0.1458999],"category_scores_gemma":[0.01064489,0.00041079,0.0008441588,0.001832836,0.002160852,0.006395613,0.004300284,0.003506865,0.06845746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004860817,"about_ca_system_score_gemma":0.005354365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01074016,"about_ca_topic_score_gemma":0.01770394,"domain_scores_codex":[0.9965008,0.0008635669,0.0001688461,0.0008713793,0.00112868,0.0004667862],"domain_scores_gemma":[0.9960093,0.000722244,0.0001944783,0.0006023201,0.001829622,0.000642046],"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":[0.00017221,0.00009772903,0.0036081,0.0005941751,0.00004590889,0.001089708,0.008562432,0.0004251492,0.001372955,0.3390042,0.4692406,0.1757869],"study_design_scores_gemma":[0.000004331618,0.00001174472,0.0003403894,0.0001819317,0.000006557905,0.0002221004,0.001053992,0.00007572325,0.0002334432,0.006339223,0.9915199,0.00001075373],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01406699,0.02443305,0.01779589,0.05765906,0.02524419,0.0002553312,0.002800583,0.001237753,0.8565072],"genre_scores_gemma":[0.08248308,0.01179918,0.01236041,0.01588806,0.003919897,0.0002540222,0.003113259,0.0009220292,0.8692601],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8541001,"threshold_uncertainty_score":0.4880837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08231825710998902,"score_gpt":0.3155371074355005,"score_spread":0.2332188503255114,"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."}}