{"id":"W4390313142","doi":"10.3917/lfa.182.0127g","title":"Suzanne-G. CHARTRAND, Les Manipulations syntaxiques. De précieux outils pour comprendre le fonctionnement de la langue et corriger un texte , Québec, CCDMD, diffusion Chenelière Éducation, 2012 (64 p., 21,95 $ can, version numérique 10,95 $ can)","year":2013,"lang":"fr","type":"article","venue":"Le Français aujourd hui","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy; Humanities","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002163394,0.0005591306,0.0005830251,0.0001802283,0.001901314,0.0004152489,0.0006405589,0.00074591,0.01188096],"category_scores_gemma":[0.0007539109,0.0006039068,0.0003315392,0.0005642669,0.0006431482,0.0007801933,0.0001487724,0.001034436,0.000599032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001085344,"about_ca_system_score_gemma":0.002527546,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8345984,"about_ca_topic_score_gemma":0.4909616,"domain_scores_codex":[0.9937664,0.003036378,0.0007026785,0.0007145078,0.0006583075,0.001121774],"domain_scores_gemma":[0.99685,0.001008323,0.0004828664,0.000609011,0.0004686194,0.0005812253],"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":[0.00009137337,0.002539576,0.04982673,0.0003821464,0.0003612073,0.00008094301,0.344909,0.004837396,0.01095061,0.01047966,0.3809404,0.194601],"study_design_scores_gemma":[0.002330702,0.0001381072,0.1177648,0.0006804706,0.0001282104,0.00006843984,0.04006701,0.004529873,0.001845076,0.001096796,0.8303583,0.0009921181],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.789422,0.0331928,0.03079775,0.1206052,0.002341053,0.001662386,0.0001909534,0.0005104141,0.02127747],"genre_scores_gemma":[0.8900868,0.002810803,0.01100516,0.001299499,0.00114598,0.0002362198,0.0002320885,0.0001389468,0.0930445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4494179,"threshold_uncertainty_score":0.9996412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02005519671182732,"score_gpt":0.2875596738898152,"score_spread":0.2675044771779879,"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."}}