{"id":"W3084209826","doi":"10.4000/communication.12253","title":"Romain BADOUAR et Clément MABI (dir.), supervisé par Cécile MÉADEL (2015), « Controverses et communication »","year":2020,"lang":"fr","type":"article","venue":"Communication","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","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":[0.0007883943,0.0004150612,0.0004557154,0.00006055573,0.0004954429,0.002019573,0.002534864,0.0002320756,0.000282484],"category_scores_gemma":[0.0004374183,0.0003897285,0.0002054704,0.0005348683,0.000377355,0.005289156,0.002083807,0.0006787429,0.0006030317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002072307,"about_ca_system_score_gemma":0.0002454712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00299502,"about_ca_topic_score_gemma":0.0009442033,"domain_scores_codex":[0.9963952,0.001398105,0.0007240549,0.0005073706,0.0004764067,0.0004989051],"domain_scores_gemma":[0.9951307,0.0006256035,0.000390589,0.002964122,0.0004249836,0.0004640156],"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":[0.00006406169,0.0006227,0.0001342983,0.00009460407,0.0001048581,0.00001066079,0.01730795,0.0005646239,0.002704766,0.4664544,0.4972244,0.01471269],"study_design_scores_gemma":[0.001470474,0.000366558,0.005223708,0.0003925853,0.00007149044,0.0000447647,0.0008506129,0.04340194,0.0009788499,0.01747225,0.9290479,0.0006788798],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0101396,0.2292382,0.01879328,0.6357712,0.0005670059,0.001375038,0.000197929,0.0005240102,0.1033938],"genre_scores_gemma":[0.9320647,0.01671269,0.01334315,0.03368379,0.00008440322,0.00005319912,0.0005903658,0.00004177895,0.003425949],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9219251,"threshold_uncertainty_score":0.9998555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2718687436955138,"score_gpt":0.3434000933589389,"score_spread":0.07153134966342511,"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."}}