{"id":"W6991938467","doi":"","title":"Introduire la langue familière dans les cours de FLE en Estonie","year":2021,"lang":"fr","type":"dissertation","venue":"DSpace repository (University of Tartu)","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Research methodology","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"],"consensus_categories":[],"category_scores_codex":[0.000942005,0.0003182607,0.0005628255,0.0001358424,0.001135375,0.00005830816,0.0007181167,0.0009114578,0.000388063],"category_scores_gemma":[0.0003022813,0.0004502626,0.000373755,0.000536324,0.0008060898,0.0002614517,0.0001110879,0.0008592029,0.0000246551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007197135,"about_ca_system_score_gemma":0.001184794,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09786507,"about_ca_topic_score_gemma":0.05131332,"domain_scores_codex":[0.995131,0.003009775,0.0001940368,0.000584226,0.0006122809,0.0004687388],"domain_scores_gemma":[0.997757,0.0007335003,0.0005020506,0.0004431041,0.0003117147,0.0002526587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001009666,0.0003551458,0.06149418,0.0007837407,0.0005560006,0.002533498,0.7727689,0.002062658,0.1068873,0.007624521,0.004622165,0.04021096],"study_design_scores_gemma":[0.0003766317,0.00010213,0.06291458,0.0006143991,0.0005287548,0.00004147395,0.8275799,0.0006610472,0.004593647,0.00003091658,0.1020034,0.0005530767],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8431243,0.003830395,0.001952298,0.00112258,0.001290375,0.0001955836,0.00002015671,0.0001020722,0.1483623],"genre_scores_gemma":[0.3779568,0.0007180024,0.03366745,0.00002222907,0.0006281695,0.000001325167,0.00027448,0.00006042023,0.5866711],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4651674,"threshold_uncertainty_score":0.9997949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008085163648891669,"score_gpt":0.2546809240574457,"score_spread":0.246595760408554,"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."}}