{"id":"W4248258805","doi":"10.4000/communication.4836","title":"Présentation","year":2013,"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":"Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001054606,0.00008354442,0.00009332965,0.00005121996,0.0004624627,0.0004434365,0.0002172015,0.00004469962,0.03259022],"category_scores_gemma":[0.00005292251,0.00008455293,0.00006821487,0.00003223466,0.0002512543,0.0002726425,0.00006706639,0.0001049991,0.003621435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003605563,"about_ca_system_score_gemma":0.00002173219,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01446923,"about_ca_topic_score_gemma":0.0005606418,"domain_scores_codex":[0.9993847,0.00009594084,0.0002080439,0.00008976138,0.00009546045,0.0001261194],"domain_scores_gemma":[0.9989154,0.00007538083,0.0001094385,0.0005447278,0.0003074566,0.000047635],"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":[6.045915e-7,0.00008314266,0.0001192465,0.00001732498,0.00003582881,1.460827e-7,0.002505783,0.00001221581,0.000009189603,0.6940506,0.2929953,0.01017068],"study_design_scores_gemma":[0.0001189831,0.00001795619,0.001564793,0.00006397023,0.0001307032,5.41536e-7,0.003925841,0.005100065,0.00002848064,0.0646651,0.924248,0.0001355265],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007836062,0.0728084,0.0001770067,0.05384426,0.001854589,0.0002574148,0.00002124118,0.00004691853,0.8631541],"genre_scores_gemma":[0.8285199,0.01111652,0.0007496983,0.0004799713,0.002974066,0.00005368227,0.0002510642,0.0000185613,0.1558366],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8206838,"threshold_uncertainty_score":0.9971544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04928601064429314,"score_gpt":0.3071845888395613,"score_spread":0.2578985781952682,"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."}}