{"id":"W2176427696","doi":"10.3726/978-3-0352-0314-1","title":"La dia-variation en français actuel : etudes sur corpus, approches croisées et ouvrages de référence","year":2015,"lang":"fr","type":"book","venue":"","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002074277,0.0003465971,0.0003729413,0.006262141,0.003346544,0.003189425,0.0005444498,0.000446462,0.008331991],"category_scores_gemma":[0.005466809,0.0002276664,0.0002150208,0.01623353,0.002306947,0.001941369,0.001264792,0.00076563,0.0009468051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008011706,"about_ca_system_score_gemma":0.004722796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2865311,"about_ca_topic_score_gemma":0.4519504,"domain_scores_codex":[0.9979385,0.0006548947,0.0001922788,0.0003962418,0.0006691702,0.0001489929],"domain_scores_gemma":[0.9950104,0.002561436,0.0004705964,0.0003946605,0.001423564,0.0001393773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002453812,0.00007787574,0.08758291,0.00165736,0.0001506767,0.0008678546,0.1286779,0.0008214355,0.007490102,0.1577,0.08037673,0.5343519],"study_design_scores_gemma":[0.000009127855,0.00003847625,0.1620419,0.0005204121,0.00003932746,0.0008312978,0.03497697,0.0004965484,0.002357083,0.00436192,0.7942685,0.00005827357],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6114354,0.04454556,0.02084064,0.009834064,0.00109166,0.0001516877,0.01337708,0.000302583,0.2984214],"genre_scores_gemma":[0.9130907,0.01329616,0.008662439,0.0005747222,0.0002164405,0.000154455,0.005458327,0.0003482151,0.05819857],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2865311,"threshold_uncertainty_score":0.5697265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03208702200141855,"score_gpt":0.2700540740508373,"score_spread":0.2379670520494188,"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."}}