{"id":"W2758892070","doi":"10.7202/1034515ar","title":"Vers un virage interculturel en éducation","year":2016,"lang":"fr","type":"article","venue":"International Review of Community Development","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Sociology; Philosophy","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":[0.006336,0.000182265,0.0003107137,0.00009039998,0.0002378798,0.00002275019,0.001285831,0.0001179265,0.005093923],"category_scores_gemma":[0.006082817,0.0001414304,0.0001363464,0.0002667792,0.0003565809,0.0003143938,0.0003034197,0.0004420582,0.0004346659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001694481,"about_ca_system_score_gemma":0.0006305007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008473499,"about_ca_topic_score_gemma":0.0002985808,"domain_scores_codex":[0.9935625,0.004702371,0.0006795315,0.0001265956,0.0007077113,0.0002212999],"domain_scores_gemma":[0.9967979,0.00178925,0.000453813,0.000356293,0.0005036927,0.00009901166],"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":[0.000003874119,0.0001941496,0.0002196363,0.0008604148,0.0001527242,0.000001574056,0.02985345,3.965372e-7,0.0002524845,0.02284298,0.006566181,0.9390521],"study_design_scores_gemma":[0.0002056022,0.00002766738,0.009623336,0.01807478,0.00002707858,0.000005785547,0.001780592,7.939933e-7,0.001368039,0.001485312,0.9672152,0.0001857555],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1335356,0.1972504,0.02587787,0.2955109,0.01455586,0.001101728,0.00005257714,0.0001341553,0.331981],"genre_scores_gemma":[0.5812156,0.1868622,0.08108391,0.00664132,0.0005664094,0.0001075521,0.0001185038,0.00005019635,0.1433544],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9606491,"threshold_uncertainty_score":0.9958156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04805906850784331,"score_gpt":0.3869660178348798,"score_spread":0.3389069493270365,"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."}}