{"id":"W7011230997","doi":"","title":"Le retour sur le tandem en tant que méthode d’(auto)évaluation en langue étrangère","year":2016,"lang":"fr","type":"article","venue":"Applied Medical Informatics (University of Medicine and Pharmacy Cluj-Napoca)","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agence Universitaire de la Francophonie","keywords":"Linguistic analysis; Field (mathematics); Translation studies; Lexicology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008454329,0.0002906887,0.0006909909,0.0002252339,0.0004613213,0.00001447775,0.0006624777,0.0004350036,0.002772806],"category_scores_gemma":[0.001419167,0.0002566758,0.0001122669,0.0005698462,0.002270517,0.0005544415,0.0002176137,0.0007331802,0.00006413504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001501543,"about_ca_system_score_gemma":0.001628227,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01276723,"about_ca_topic_score_gemma":0.001463375,"domain_scores_codex":[0.995928,0.001086933,0.0006127516,0.0002620428,0.001545443,0.0005648303],"domain_scores_gemma":[0.9958588,0.002478542,0.0005046346,0.0002718929,0.0001829485,0.0007031887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008285873,0.0001300322,0.0002344565,0.0004305641,0.0001949629,0.00006494869,0.134646,0.00001496603,0.002306756,0.1042409,0.03103564,0.7266179],"study_design_scores_gemma":[0.01459871,0.0002402991,0.0009118875,0.001503162,0.0004916258,0.00005409309,0.1219641,0.01253975,0.0005641871,0.005772215,0.8407032,0.0006568051],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1392337,0.004616281,0.3567308,0.2517239,0.001688667,0.001200581,0.00005550239,0.0002508604,0.2444998],"genre_scores_gemma":[0.9299761,0.01743764,0.03560933,0.003963813,0.001562534,0.000003920463,0.00007202023,0.00004581648,0.01132879],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8096675,"threshold_uncertainty_score":0.9999886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05904158056147788,"score_gpt":0.3199069838058587,"score_spread":0.2608654032443808,"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."}}