{"id":"W3211438857","doi":"10.52358/mm.vi7.215","title":"Allier plurilinguisme et variation dans un MOOC : enjeux et contraintes","year":2021,"lang":"fr","type":"article","venue":"Médiations et médiatisations","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01292357,0.001025716,0.000794888,0.001141487,0.003427902,0.01008875,0.00188109,0.002229049,0.004831954],"category_scores_gemma":[0.04359561,0.0004985188,0.0005682335,0.001201797,0.007444567,0.005880171,0.006914671,0.00356387,0.0006414207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004469844,"about_ca_system_score_gemma":0.005319212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01964346,"about_ca_topic_score_gemma":0.02822977,"domain_scores_codex":[0.9776228,0.01407906,0.0008425299,0.00241542,0.003799745,0.001240546],"domain_scores_gemma":[0.9666853,0.02388469,0.002107995,0.002182629,0.003431342,0.00170798],"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":[0.000553959,0.0003223401,0.06022302,0.001468701,0.0002211629,0.001621313,0.1580981,0.00316192,0.006406145,0.4556263,0.002922901,0.3093741],"study_design_scores_gemma":[0.0001242983,0.00106103,0.0752556,0.003944691,0.0005196279,0.002994957,0.23944,0.02691066,0.00920685,0.3313727,0.308649,0.0005207317],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5719934,0.009629168,0.2610665,0.02752835,0.0008696441,0.0004786942,0.0002129765,0.0006000304,0.1276212],"genre_scores_gemma":[0.9573532,0.001160598,0.03304583,0.0008033239,0.0001104655,0.0002927031,0.00007746067,0.0001264909,0.007029945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01964346,"threshold_uncertainty_score":0.06834716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04131863768852403,"score_gpt":0.3495302714049538,"score_spread":0.3082116337164298,"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."}}