{"id":"W2940362985","doi":"10.4000/studifrancesi.5652","title":"Presse, nations et mondialisation au xixe siècle, sous la direction de Marie-Ève Thérenty et Alain Vaillant","year":2011,"lang":"fr","type":"article","venue":"Studi Francesi","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004871093,0.0002819732,0.0003911172,0.00007644852,0.004607202,0.0001414201,0.0001520231,0.0001454895,0.0006056068],"category_scores_gemma":[0.000171888,0.0002309507,0.0002734851,0.0001925938,0.0004730944,0.0003116339,0.00008379861,0.0002969467,0.0000932692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001005831,"about_ca_system_score_gemma":0.00007353949,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04277074,"about_ca_topic_score_gemma":0.06653564,"domain_scores_codex":[0.9980896,0.0004333678,0.0003797206,0.0003548643,0.0003200817,0.0004223795],"domain_scores_gemma":[0.9989759,0.0003100985,0.0002137782,0.000155356,0.0002371746,0.0001076374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005089038,0.0006526705,0.007095604,0.0001552952,0.0009003767,0.00001714162,0.5134193,0.0001850048,0.00001145368,0.4332848,0.03358673,0.01064071],"study_design_scores_gemma":[0.0003935032,0.0001217221,0.02506044,0.00007271671,0.0003645088,0.000001342748,0.008218599,0.0001512378,0.0000106041,0.01002479,0.9552003,0.0003802048],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2627919,0.05748817,0.002382559,0.1263908,0.008915584,0.001333522,0.0009295847,0.0004953722,0.5392725],"genre_scores_gemma":[0.9233684,0.0290215,0.00013469,0.0004112655,0.001120633,0.0001386743,0.00005353089,0.00002913458,0.0457222],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9216136,"threshold_uncertainty_score":0.9966887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02561807379937074,"score_gpt":0.2388271821995892,"score_spread":0.2132091084002185,"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."}}