{"id":"W3156766539","doi":"10.4000/questionsdecommunication.20490","title":"Florian Sauvageau, Simon Thibault, Pierre Trudel, dirs, Les Fausses Nouvelles, nouveaux visages, nouveaux défis. Comment déterminer la valeur de l’information dans les sociétés démocratiques ?","year":2019,"lang":"fr","type":"article","venue":"Questions de communication","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002018095,0.0005215508,0.0005730373,0.0001764949,0.002970173,0.0005450651,0.001325666,0.0007929327,0.0005759627],"category_scores_gemma":[0.0006736875,0.0005712654,0.0002864735,0.0006412668,0.001316627,0.001699059,0.0004325834,0.001051509,0.0002052049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00247563,"about_ca_system_score_gemma":0.0007295308,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05789009,"about_ca_topic_score_gemma":0.02013993,"domain_scores_codex":[0.9943054,0.002971757,0.000924113,0.0003713613,0.0006183735,0.0008090141],"domain_scores_gemma":[0.9961592,0.001346571,0.0006184924,0.001110937,0.0004925523,0.0002722301],"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":[0.00005267557,0.001069699,0.01773529,0.0003682175,0.0003724462,0.00000710012,0.2045382,0.001414089,0.0002006824,0.4472553,0.1989616,0.1280247],"study_design_scores_gemma":[0.0006387231,0.0001584825,0.01226912,0.0005753975,0.0002163067,0.000005694936,0.05014894,0.005365361,0.00006383331,0.007386511,0.9225003,0.0006713489],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1326978,0.2060983,0.02210372,0.1295461,0.005077294,0.00446188,0.001003013,0.0015307,0.4974811],"genre_scores_gemma":[0.8187827,0.1560057,0.00850217,0.001182953,0.0005271549,0.0002907713,0.0007749801,0.00006504439,0.01386853],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7235387,"threshold_uncertainty_score":0.9996739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0273756028683154,"score_gpt":0.3152161045372924,"score_spread":0.287840501668977,"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."}}