{"id":"W4395070617","doi":"10.4000/coma.11605","title":"Présentation du dossier","year":2024,"lang":"fr","type":"article","venue":"Continents manuscrits","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Francophone University Association","funders":"City University of New York","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003900202,0.0002068712,0.0002348714,0.00007202961,0.0005407173,0.0003945572,0.0002023581,0.0001735984,0.001345787],"category_scores_gemma":[0.0001762158,0.0002159481,0.0001860034,0.0006908554,0.0006392035,0.0005182204,0.00007763479,0.0002089541,0.002002795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003130904,"about_ca_system_score_gemma":0.0001035405,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008150638,"about_ca_topic_score_gemma":0.001933459,"domain_scores_codex":[0.9981962,0.0001805511,0.0002869852,0.00037279,0.0004406028,0.0005228332],"domain_scores_gemma":[0.9994194,0.0001411897,0.0000488334,0.0001084679,0.0001292663,0.0001528386],"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":[0.000002978409,0.00006355525,0.0007620131,0.0001221131,0.0001007195,0.00007394748,0.02093991,4.914202e-7,0.00001372968,0.138817,0.7833971,0.05570645],"study_design_scores_gemma":[0.0001931408,0.00002732182,0.008972702,0.0003005699,0.0001028183,0.000001740818,0.001508395,0.0002474735,0.00001872988,0.00720635,0.9811826,0.0002381046],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0290514,0.3319788,0.000433038,0.265788,0.1166399,0.0004887841,0.00004752157,0.0003585989,0.255214],"genre_scores_gemma":[0.3283827,0.01160956,0.00009752572,0.0006132202,0.01845143,0.00003195454,0.00001501166,0.00003045563,0.6407681],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3855541,"threshold_uncertainty_score":0.9995671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04068441825045942,"score_gpt":0.2847552510667644,"score_spread":0.244070832816305,"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."}}