{"id":"W2898216535","doi":"10.4000/corpus.3451","title":"Petits corpus oraux bilingues et plurilingues – enjeux théoriques et méthodologiques","year":2018,"lang":"fr","type":"article","venue":"Corpus","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001963171,0.0006692324,0.0008478752,0.0003120308,0.0007971147,0.001135777,0.0005732285,0.0003409462,0.00418728],"category_scores_gemma":[0.002325892,0.0005966363,0.0004627027,0.0001550523,0.001985333,0.0003399386,0.0003190493,0.0005698468,0.0009966064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001081669,"about_ca_system_score_gemma":0.0005574896,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009293383,"about_ca_topic_score_gemma":0.01904959,"domain_scores_codex":[0.9960177,0.0009384146,0.0008371134,0.0008673893,0.0004880468,0.0008513651],"domain_scores_gemma":[0.9955633,0.000880295,0.0004940621,0.0008150953,0.001949969,0.0002972365],"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":[0.00009413198,0.0003639307,0.001204918,0.0001483481,0.0003204005,0.0001592265,0.01395206,0.00001183113,0.0001105605,0.9536926,0.0256449,0.004297073],"study_design_scores_gemma":[0.0003463863,0.0008153587,0.0002342157,0.0004932335,0.0004588838,0.00002377412,0.001744741,0.0003638585,0.001851348,0.1327851,0.8601452,0.0007378988],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08152024,0.08291364,0.001785331,0.01916869,0.02074735,0.0006654509,0.0010972,0.0009381247,0.791164],"genre_scores_gemma":[0.6872078,0.03426611,0.005782261,0.0051912,0.0307862,0.00004133618,0.0003240985,0.0002016264,0.2361993],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8345003,"threshold_uncertainty_score":0.9999011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1057187923196099,"score_gpt":0.3636122251831906,"score_spread":0.2578934328635806,"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."}}