{"id":"W2955607930","doi":"10.4000/ctd.895","title":"Présentation du GERACII","year":2017,"lang":"fr","type":"article","venue":"Communication technologies et développement","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005593682,0.001556906,0.00112008,0.002706789,0.004995715,0.01162964,0.001591715,0.005840783,0.08959512],"category_scores_gemma":[0.02109925,0.0004281852,0.001201929,0.001838482,0.002875309,0.004825543,0.009462725,0.009646763,0.03542704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007211484,"about_ca_system_score_gemma":0.007338549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003307615,"about_ca_topic_score_gemma":0.003219476,"domain_scores_codex":[0.9942358,0.001648936,0.0003285012,0.001027221,0.001925029,0.0008344265],"domain_scores_gemma":[0.9917911,0.001649542,0.0004406957,0.0007080197,0.003513101,0.001897513],"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":[0.00007155787,0.00002310807,0.0002449533,0.0002922696,0.00001113863,0.0003959903,0.001054367,0.00005368122,0.000363462,0.01250983,0.9561003,0.02887938],"study_design_scores_gemma":[0.000005084584,0.000009766328,0.0002236623,0.0001869927,0.000003654177,0.0002114049,0.0005048405,0.0000231017,0.000161541,0.001390867,0.997272,0.000007292909],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.003347522,0.03546054,0.001915944,0.3642129,0.4701471,0.0001805163,0.0009580637,0.0004645099,0.1233129],"genre_scores_gemma":[0.06548352,0.03460741,0.002196484,0.1183039,0.200161,0.0005849725,0.001575277,0.00139248,0.575695],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08959512,"threshold_uncertainty_score":0.2997255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0882763663951136,"score_gpt":0.3671915196192607,"score_spread":0.2789151532241471,"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."}}