{"id":"W1163710139","doi":"10.26522/vp.v9i1.587","title":"Apprendre ensemble à écrire tout seul","year":2012,"lang":"fr","type":"article","venue":"Voix Plurielles","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Philosophy","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002579388,0.0003488438,0.0003411288,0.0001299079,0.0007457351,0.0003756376,0.0002321347,0.0001735901,0.009215151],"category_scores_gemma":[0.0001204217,0.0003194569,0.000341849,0.00007224092,0.0004091871,0.0002830459,0.0001279713,0.0002444162,0.002468139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004654098,"about_ca_system_score_gemma":0.00007927141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002742738,"about_ca_topic_score_gemma":0.001200985,"domain_scores_codex":[0.9980608,0.00007813008,0.0004025189,0.0002991134,0.0003138157,0.0008456435],"domain_scores_gemma":[0.9987385,0.0001650378,0.0001469539,0.0004484316,0.0001659995,0.0003350427],"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":[0.00001153528,0.0003726949,0.0007093811,0.0001037846,0.0002946716,0.00001918809,0.0296526,0.00002402879,0.00001301677,0.8750603,0.08836537,0.005373396],"study_design_scores_gemma":[0.0002258508,0.000045197,0.0000710717,0.0001059732,0.0006137752,0.000007151961,0.009606775,0.0003636002,0.0003238669,0.002753596,0.9854365,0.000446659],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04742151,0.08953142,0.000204416,0.01960325,0.007474628,0.0001959211,0.0006453949,0.0001187196,0.8348047],"genre_scores_gemma":[0.5916318,0.001396509,0.0001563121,0.0003406075,0.01555706,0.00001012507,0.00006126141,0.00004574691,0.3908006],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8970711,"threshold_uncertainty_score":0.9999257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02886189791467318,"score_gpt":0.2587776276102303,"score_spread":0.2299157296955572,"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."}}