{"id":"W4232566112","doi":"10.4000/communication.4820","title":"Jean DUMAS (2001), Séduire par les mots. Pour des communications publiques efficaces","year":2003,"lang":"fr","type":"article","venue":"Communication","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; 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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001011616,0.0003193069,0.0003698722,0.000191297,0.003738341,0.0009199607,0.00151994,0.000179706,0.00528233],"category_scores_gemma":[0.001510988,0.0003278904,0.0002440083,0.0001681311,0.002523135,0.0004207435,0.0003576064,0.0004718254,0.0003428008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001794203,"about_ca_system_score_gemma":0.0002030726,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01031416,"about_ca_topic_score_gemma":0.0130301,"domain_scores_codex":[0.9972849,0.001093363,0.0006390581,0.0002826621,0.0002278786,0.0004721425],"domain_scores_gemma":[0.9943402,0.0008237959,0.0003792135,0.003247859,0.001023646,0.0001853173],"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":[0.000005330166,0.000731441,0.001118867,0.00006986271,0.0002195715,0.000001223938,0.004101465,0.00004734185,0.00001412243,0.9337757,0.04702317,0.01289193],"study_design_scores_gemma":[0.0002871244,0.00004396624,0.0004692956,0.000252247,0.0004111198,0.00000286615,0.008354436,0.001975017,0.0001543421,0.06337314,0.9242977,0.0003786821],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008017101,0.3216808,0.0004564179,0.04271726,0.000331506,0.0003057862,0.0001278527,0.0001651154,0.6261982],"genre_scores_gemma":[0.8186849,0.1320708,0.00630734,0.0002957102,0.0003653239,0.00005768702,0.0003698471,0.0000567192,0.04179166],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8772746,"threshold_uncertainty_score":0.9999173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1088842942585704,"score_gpt":0.3236422535308245,"score_spread":0.2147579592722541,"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."}}