{"id":"W2910722053","doi":"","title":"LINCDIRE: ne approche actionnelle pour des compétences plurilingues et pluriculturelles","year":2018,"lang":"fr","type":"article","venue":"˜Les œLangues modernes","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","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":["sts","insufficient_payload"],"category_scores_codex":[0.00173959,0.0006130246,0.0006355802,0.0001646311,0.001655469,0.0003756951,0.0009107343,0.0006538582,0.001751148],"category_scores_gemma":[0.001235439,0.000540936,0.0003154219,0.0008135652,0.003978431,0.00060828,0.000251832,0.0007056251,0.0008523494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002166073,"about_ca_system_score_gemma":0.0002694904,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02013459,"about_ca_topic_score_gemma":0.01814481,"domain_scores_codex":[0.9946204,0.001941116,0.0005740833,0.000938018,0.0008214044,0.001104971],"domain_scores_gemma":[0.997159,0.0009842707,0.0004192301,0.0004821996,0.0005978714,0.0003574257],"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":[0.0001051027,0.0008283159,0.003459689,0.0004969334,0.0004130002,0.00009328253,0.4645181,0.001003864,0.00714067,0.02955865,0.03158583,0.4607966],"study_design_scores_gemma":[0.0008818659,0.0004672807,0.003442678,0.001103107,0.0003367598,0.00007835881,0.106871,0.01465256,0.00795122,0.0604645,0.8020283,0.001722402],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.603987,0.1452007,0.07483725,0.01515005,0.006623349,0.0008673247,0.00007344036,0.001338844,0.151922],"genre_scores_gemma":[0.5936664,0.003634472,0.2049143,0.0005434143,0.008284897,0.00005288032,0.00005614664,0.0001067164,0.1887408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7704424,"threshold_uncertainty_score":0.9999256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05700226262546576,"score_gpt":0.3468394238843283,"score_spread":0.2898371612588626,"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."}}