{"id":"W4285325303","doi":"10.4000/questionsdecommunication.26730","title":"Faire face aux plateformes","year":2021,"lang":"fr","type":"article","venue":"Questions de communication","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Political science; Humanities; Art","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0001685461,0.0001528463,0.0001410893,0.00004201971,0.0004983856,0.00147913,0.0006788683,0.0001512367,0.00009997499],"category_scores_gemma":[0.0003189208,0.0001466793,0.00008983164,0.0005254587,0.000182937,0.00312996,0.0005837888,0.0002944276,0.0003445852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001854693,"about_ca_system_score_gemma":0.0005475588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001693055,"about_ca_topic_score_gemma":0.0008159063,"domain_scores_codex":[0.9988,0.0002628096,0.0002606756,0.0002213304,0.0001500242,0.0003051715],"domain_scores_gemma":[0.9976847,0.0001511608,0.00009899955,0.001390931,0.0004837681,0.0001904459],"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":[0.00000144381,0.0001855976,0.00008881187,0.00002010522,0.00002058598,0.00002616457,0.003046955,0.0005083834,0.0004009834,0.8968912,0.01030039,0.08850932],"study_design_scores_gemma":[0.0002826959,0.00007734115,0.01128736,0.0006426217,0.00004135878,0.001048662,0.0007417797,0.04833794,0.003232389,0.1891518,0.7447308,0.0004252225],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02424991,0.2246088,0.1647108,0.2444727,0.001272128,0.0003427633,0.00006333742,0.0005419416,0.3397376],"genre_scores_gemma":[0.8345804,0.009133037,0.0274903,0.001419485,0.00008104005,0.00001742737,0.000142948,0.00001485274,0.1271205],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8103305,"threshold_uncertainty_score":0.9995574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2707882014516357,"score_gpt":0.3635576777017022,"score_spread":0.09276947625006654,"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."}}