{"id":"W4214693471","doi":"10.21083/nrsc.v2021i14.6239","title":"plateforme interactive autonomisante pour favoriser la réflexion des apprenant.e.s en production écrite","year":2021,"lang":"fr","type":"article","venue":"Nouvelle Revue Synergies Canada","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Waterloo","funders":"","keywords":"Humanities; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001138842,0.0004038124,0.00053825,0.00009940669,0.00069101,0.0001588444,0.0004104494,0.0003566117,0.001720154],"category_scores_gemma":[0.003225467,0.0004435295,0.0001793798,0.0008766218,0.0005616043,0.000660919,0.0002100084,0.0008706352,0.00006572625],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003427914,"about_ca_system_score_gemma":0.007956966,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.759529,"about_ca_topic_score_gemma":0.9001859,"domain_scores_codex":[0.9949561,0.002354092,0.0005251807,0.0008081273,0.0004672371,0.0008892395],"domain_scores_gemma":[0.9972725,0.001254295,0.0003179022,0.000491049,0.0003635483,0.0003007054],"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":[0.0000970789,0.0002487832,0.001405073,0.001033906,0.0005273136,0.001490309,0.1308004,0.007743684,0.006830162,0.009710357,0.0461163,0.7939966],"study_design_scores_gemma":[0.000333744,0.00005839316,0.001713441,0.001312224,0.0001446511,0.0002615524,0.07275201,0.001199867,0.01373089,0.001414419,0.9063166,0.0007622595],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7932027,0.02558986,0.002073465,0.03642043,0.02199264,0.0005739154,0.0001170257,0.0002241071,0.1198058],"genre_scores_gemma":[0.4095264,0.002868073,0.0233082,0.0002554858,0.002555215,0.00004351935,0.00005859517,0.00008869325,0.5612958],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8602002,"threshold_uncertainty_score":0.9998016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01409905597061478,"score_gpt":0.2706404763096499,"score_spread":0.2565414203390351,"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."}}