{"id":"W2277403248","doi":"10.18192/olbiwp.v7i0.1356","title":"Introduction : Littératies et autonomie des apprenants avancés de langue(s)","year":2015,"lang":"fr","type":"article","venue":"OLBI Journal","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007250255,0.0001866784,0.0002609061,0.0001131088,0.0005190409,0.0003535562,0.0003282335,0.0002127477,0.002278149],"category_scores_gemma":[0.003385056,0.0001751633,0.0001202845,0.000369446,0.0006995224,0.0008584238,0.00005952133,0.0009483517,0.0003571594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000865923,"about_ca_system_score_gemma":0.001021645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001730686,"about_ca_topic_score_gemma":0.00128738,"domain_scores_codex":[0.9953941,0.002908937,0.0003462028,0.0002270277,0.0004496376,0.0006741532],"domain_scores_gemma":[0.9985137,0.0001922228,0.0003044556,0.000184347,0.0002578253,0.0005474212],"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":[0.00003024128,0.0001300629,0.003515053,0.00004571337,0.00008981255,0.0001175559,0.107002,0.002735571,0.000434861,0.02260653,0.2172502,0.6460424],"study_design_scores_gemma":[0.0003908996,0.000138764,0.00248276,0.0001204619,0.0000705733,0.0004550867,0.01282522,0.0006315429,0.0002184155,0.01740935,0.9650214,0.0002355732],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.2939306,0.1649922,0.08613309,0.1747184,0.03750996,0.0003919232,0.0000167033,0.0003335527,0.2419735],"genre_scores_gemma":[0.08793089,0.005099304,0.4208985,0.002015753,0.05523961,0.00001571911,0.00001152678,0.000115726,0.428673],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7477711,"threshold_uncertainty_score":0.9986339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.062514523586463,"score_gpt":0.3547987813253897,"score_spread":0.2922842577389266,"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."}}