{"id":"W4404939081","doi":"10.4000/12qyj","title":"Le CRL, espace d’apprentissage « sauvage » pour les langues ? Constantes et évolutions pour accompagner l’autonomisation des apprenants","year":2024,"lang":"fr","type":"article","venue":"Recherche et pratiques pédagogiques en langues de spécialité","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Mathematics; Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.01805784,0.000951217,0.001014284,0.0004914358,0.0005771735,0.001538563,0.001044853,0.002174249,0.002090162],"category_scores_gemma":[0.01111489,0.0009835482,0.0005881858,0.001241507,0.001572653,0.002065651,0.0003625304,0.003469026,0.000394768],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002640597,"about_ca_system_score_gemma":0.006249097,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03357219,"about_ca_topic_score_gemma":0.03797609,"domain_scores_codex":[0.9643208,0.03111451,0.001065657,0.001279921,0.0007307223,0.001488336],"domain_scores_gemma":[0.9878762,0.009984566,0.000469229,0.0007646552,0.0004229812,0.0004823746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004657876,0.000444348,0.001745704,0.0008024893,0.0003897538,0.0002526588,0.2700496,0.0001633185,0.01643615,0.5716442,0.01771791,0.1203073],"study_design_scores_gemma":[0.0007380688,0.0003004108,0.005867633,0.00357129,0.0004929401,0.0001499271,0.1080333,0.00400987,0.01615971,0.07686622,0.7818198,0.001990813],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.1455456,0.1344655,0.2262349,0.06582873,0.002115196,0.001804165,0.0006209811,0.003530003,0.419855],"genre_scores_gemma":[0.2655423,0.02540024,0.4485095,0.001211527,0.003607728,0.0002493587,0.0004904205,0.0003570525,0.2546319],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7641019,"threshold_uncertainty_score":0.999498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.176656273940503,"score_gpt":0.4501324008976145,"score_spread":0.2734761269571114,"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."}}