{"id":"W2158925307","doi":"10.7202/031955ar","title":"Réactions aux approches d’enseignement utilisées — Indices révélateurs des véritables besoins des apprenants vietnamiens","year":2007,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; Philosophy; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007594264,0.0005235261,0.0003644003,0.0008209461,0.003287755,0.003965111,0.0006341584,0.001243686,0.004086114],"category_scores_gemma":[0.02393242,0.0003732526,0.0002830909,0.0006565258,0.00252563,0.001561827,0.002496969,0.001375793,0.0006412104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00193325,"about_ca_system_score_gemma":0.002260677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02669584,"about_ca_topic_score_gemma":0.04557241,"domain_scores_codex":[0.9896449,0.005535855,0.0004966276,0.0007829727,0.00268423,0.0008553743],"domain_scores_gemma":[0.9759661,0.01244214,0.003911309,0.001076166,0.005129797,0.001474477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000221365,0.0001396645,0.1447823,0.0002891279,0.00005056522,0.001004512,0.7908665,0.0001636909,0.005640761,0.001916392,0.001104469,0.05382064],"study_design_scores_gemma":[0.000009745057,0.0004260107,0.151584,0.0002838095,0.00004030621,0.0005383093,0.7953675,0.0005412244,0.002296576,0.0006586213,0.04816838,0.00008553594],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908497,0.0002484533,0.0007824982,0.0003542317,0.00002356299,0.00003830433,0.00001736956,0.00001079229,0.007675086],"genre_scores_gemma":[0.9884273,0.0003410156,0.001114725,0.0001625814,0.00001369277,0.00005005099,0.00003750544,0.00002027271,0.009832802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02669584,"threshold_uncertainty_score":0.05308092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3317952806583289,"score_gpt":0.4473811374452473,"score_spread":0.1155858567869184,"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."}}