{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002579956,0.0006886626,0.0003419384,0.002315097,0.003200561,0.01308764,0.0009850904,0.001839607,0.0368763],"category_scores_gemma":[0.009466656,0.0002594455,0.0003898168,0.002911086,0.01352907,0.009005109,0.005213798,0.003694432,0.004956586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004868166,"about_ca_system_score_gemma":0.004110435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00990878,"about_ca_topic_score_gemma":0.01241789,"domain_scores_codex":[0.9970484,0.001209719,0.0001082023,0.0003022773,0.001063415,0.0002680446],"domain_scores_gemma":[0.9956797,0.002162416,0.000477578,0.000507051,0.0008635097,0.0003097963],"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":[0.00004176117,0.00002186962,0.001167457,0.0001435627,0.000007800239,0.0000457534,0.006423377,0.0004288359,0.0005851588,0.9242706,0.01157604,0.05528777],"study_design_scores_gemma":[0.00001948944,0.00004677093,0.006127256,0.000772375,0.00001306568,0.0001688896,0.01107876,0.000566966,0.001776081,0.2655955,0.7137814,0.0000534679],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03565615,0.01227268,0.01728587,0.03579801,0.001335207,0.00003614789,0.0003026741,0.0001801818,0.8971331],"genre_scores_gemma":[0.7376152,0.01465896,0.01381578,0.003640774,0.0008768819,0.0002016427,0.0002603795,0.000459248,0.2284711],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0368763,"threshold_uncertainty_score":0.1233635,"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."}}