{"id":"W2588938663","doi":"","title":"L'enseignement du vocabulaire fréquent et usuel adapté aux élèves francophones du Nouveau-Brunswick : Différentiation par l'étiquetage et approche actancielle","year":2016,"lang":"fr","type":"article","venue":"Linguistica Atlantica","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Crandall University","funders":"","keywords":"Humanities; Philosophy; Sociology; Political science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003868935,0.0007597616,0.0009032032,0.0001774055,0.001327897,0.0002905799,0.0008492983,0.0006712688,0.003304213],"category_scores_gemma":[0.01650476,0.0006190379,0.0004200815,0.0005914231,0.001398933,0.0002379645,0.0003430548,0.0008378178,0.0008613214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004300902,"about_ca_system_score_gemma":0.001556049,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01185988,"about_ca_topic_score_gemma":0.007118346,"domain_scores_codex":[0.9917057,0.003211091,0.001091953,0.001244,0.001308788,0.00143848],"domain_scores_gemma":[0.9942171,0.00308228,0.0006550715,0.0008729706,0.0005827714,0.0005898],"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":[0.0003553402,0.00323193,0.04429611,0.001060469,0.0009518382,0.001023957,0.296843,0.0001582563,0.01417182,0.5085267,0.05904469,0.07033595],"study_design_scores_gemma":[0.001971888,0.0004980271,0.08233528,0.001588414,0.0005916143,0.00003141857,0.005875494,0.002092306,0.00215995,0.009276477,0.8918573,0.001721826],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4561942,0.01338622,0.272061,0.14452,0.0265697,0.002593443,0.000159995,0.001329381,0.08318609],"genre_scores_gemma":[0.9418748,0.002742373,0.03913967,0.001891342,0.003709295,0.0000652172,0.0000485604,0.0001207116,0.01040805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8328126,"threshold_uncertainty_score":0.9999722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01693778745474522,"score_gpt":0.2871179697045647,"score_spread":0.2701801822498195,"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."}}