{"id":"W4406172091","doi":"10.7202/1115124ar","title":"Les plateformes numériques et l’IA : pour reprendre le contrôle de notre vie démocratique et privilégier la diversité culturelle","year":2024,"lang":"fr","type":"article","venue":"Lex Electronica","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0004254996,0.0004410553,0.000371429,0.00007427322,0.0003065825,0.003326804,0.0006393213,0.0003793409,0.0001375926],"category_scores_gemma":[0.0001134681,0.0003347255,0.0003002281,0.0003982146,0.0001608489,0.003012706,0.0004331925,0.0009852555,0.0001739612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003900089,"about_ca_system_score_gemma":0.001941244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003077708,"about_ca_topic_score_gemma":0.004115516,"domain_scores_codex":[0.9972244,0.0003297911,0.0003389803,0.0007529047,0.000284971,0.001068979],"domain_scores_gemma":[0.9986774,0.0003105444,0.0001078411,0.0004671994,0.0001344823,0.0003025882],"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":[0.00002299729,0.0002023837,0.00008958876,0.0001147674,0.0001716183,0.0003200907,0.007093073,0.0002177429,0.006563489,0.8155902,0.1568048,0.01280924],"study_design_scores_gemma":[0.0005469847,0.0004357455,0.0008891185,0.000652438,0.0000452081,0.0008639792,0.000434294,0.008800498,0.0169474,0.1493767,0.8203149,0.0006927859],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0368967,0.111842,0.02380577,0.1287968,0.001064279,0.0005747249,0.00007362205,0.0009266256,0.6960195],"genre_scores_gemma":[0.8743336,0.002484305,0.001242584,0.001560099,0.0003418809,0.00001433154,0.00002766074,0.00003737059,0.1199582],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8374369,"threshold_uncertainty_score":0.9999105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07376469474977085,"score_gpt":0.3322817487025617,"score_spread":0.2585170539527908,"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."}}