{"id":"W3184793699","doi":"10.4000/questionsdecommunication.24740","title":"Manola Antonioli, Guillaume Drevon, Luc Gwiazdzinski, Vincent Kaufmann, Luca Pattaroni (dirs), Saturations. Individus, collectifs, organisations et territoires à l’épreuve","year":2020,"lang":"fr","type":"article","venue":"Questions de communication","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005142028,0.0009766443,0.0006045515,0.002616364,0.006850643,0.007243588,0.001548707,0.002953149,0.01673323],"category_scores_gemma":[0.01662279,0.0006001839,0.0003634412,0.004668735,0.008034974,0.01235199,0.003793671,0.005310855,0.005235115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006183565,"about_ca_system_score_gemma":0.003842031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00997115,"about_ca_topic_score_gemma":0.0121251,"domain_scores_codex":[0.9966221,0.001821958,0.00009887661,0.0006689717,0.0006320079,0.0001560303],"domain_scores_gemma":[0.9903871,0.006650989,0.0006923821,0.0003302622,0.00148829,0.0004509274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004593334,0.00003071922,0.001429091,0.0007087272,0.00001410296,0.0002544365,0.04956431,0.0001097632,0.0004601877,0.2860314,0.6195478,0.04180353],"study_design_scores_gemma":[0.000006368692,0.00001193428,0.001579319,0.0006945617,0.000007626529,0.0002437904,0.0206216,0.0001577064,0.0002745006,0.05550735,0.9208679,0.00002727901],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.006003942,0.08491585,0.008229535,0.8353586,0.01059745,0.00009586039,0.0003065491,0.0001928827,0.05429927],"genre_scores_gemma":[0.3484652,0.2009861,0.02156204,0.1452025,0.02761576,0.001460648,0.0008270192,0.001620472,0.2522602],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01673323,"threshold_uncertainty_score":0.05597824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2404859581952861,"score_gpt":0.3366318639761166,"score_spread":0.0961459057808304,"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."}}