{"id":"W3160897971","doi":"10.3968/11537","title":"Usage du Dictionnaire par les Débutants Chinois de Français et Son Rôle dans la Didactique du FLE en Chine","year":2020,"lang":"fr","type":"article","venue":"Studies in literature and language","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00177549,0.000348758,0.0004993007,0.00007751238,0.0005577306,0.000173939,0.0002605636,0.0003837368,0.0001676063],"category_scores_gemma":[0.002446668,0.000301227,0.0001174293,0.0007993384,0.0008178063,0.0004085301,0.0002153398,0.001135264,0.000007282123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001088163,"about_ca_system_score_gemma":0.00006006505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002808178,"about_ca_topic_score_gemma":0.004254188,"domain_scores_codex":[0.9956873,0.00274309,0.0003041262,0.000499575,0.0002698956,0.0004960037],"domain_scores_gemma":[0.9985236,0.0009351603,0.0001238426,0.000181068,0.00005463071,0.0001817044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002737042,0.00007144077,0.05984693,0.000275239,0.0001237416,0.0009921172,0.8774065,0.00002492216,0.0009719603,0.002298912,0.001703163,0.05625768],"study_design_scores_gemma":[0.001849315,0.0004911998,0.2737108,0.002450649,0.0002353265,0.0001920658,0.3361769,0.0008682827,0.0008577689,0.001003987,0.3809412,0.001222458],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7125056,0.2561459,0.0005369053,0.01247463,0.0007121748,0.0002175345,0.00009581538,0.0001156888,0.01719575],"genre_scores_gemma":[0.9752744,0.01543666,0.003607642,0.001646105,0.001868802,0.00002701435,0.00001989828,0.00003696817,0.002082549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5412296,"threshold_uncertainty_score":0.999944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01246525273500102,"score_gpt":0.3220453179200253,"score_spread":0.3095800651850243,"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."}}