{"id":"W1979468259","doi":"10.7202/017707ar","title":"Le niveau optimal d’entrée au programme d’immersion","year":2008,"lang":"fr","type":"article","venue":"Revue de l’Université de Moncton","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001110132,0.0002942731,0.000381558,0.0001609021,0.00166452,0.00003608672,0.0006160176,0.0005347827,0.001516429],"category_scores_gemma":[0.000240429,0.000394482,0.0003262667,0.0008397543,0.0009042138,0.0003676092,0.0002817205,0.0006020213,0.0003805014],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00417732,"about_ca_system_score_gemma":0.001174275,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03850236,"about_ca_topic_score_gemma":0.00264109,"domain_scores_codex":[0.9960918,0.001193335,0.0002323164,0.0005453331,0.0003753265,0.001561901],"domain_scores_gemma":[0.9982975,0.0002965745,0.0002423321,0.0003829242,0.000102099,0.0006786225],"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":[0.0003377979,0.0009224509,0.1053167,0.0004328385,0.0003536722,0.01187696,0.4755869,0.006580366,0.006613006,0.06696151,0.03107927,0.2939385],"study_design_scores_gemma":[0.001247379,0.0003316848,0.02154007,0.0002266519,0.0001941718,0.0006293272,0.02330209,0.003523391,0.001804344,0.0001361338,0.9463863,0.0006784728],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8103614,0.00725748,0.004288957,0.02053796,0.0008740154,0.0003795459,0.000008943562,0.0001885224,0.1561031],"genre_scores_gemma":[0.689732,0.002928805,0.04375276,0.0002609617,0.001148925,0.000006041169,0.00003009685,0.00006947671,0.2620709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.915307,"threshold_uncertainty_score":0.9998507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02238842146324123,"score_gpt":0.2466255507402877,"score_spread":0.2242371292770465,"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."}}