{"id":"W4307743392","doi":"10.37213/cjal.2022.32589","title":"Recommander une œuvre narrative en français et en anglais : analyse de textes d’élèves de 6e primaire écrits à la suite d’un coenseignement bilingue du genre","year":2022,"lang":"fr","type":"article","venue":"Canadian Journal of Applied Linguistics","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Art; 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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002889245,0.0005148019,0.0008274338,0.0007358735,0.002397591,0.0005959704,0.0007025489,0.0002119124,0.004418693],"category_scores_gemma":[0.002524237,0.0005448153,0.0004570415,0.000338966,0.0005429787,0.00003674374,0.0001199144,0.001227325,0.00001371953],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001245533,"about_ca_system_score_gemma":0.005891379,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0637423,"about_ca_topic_score_gemma":0.1373687,"domain_scores_codex":[0.9964048,0.0006169259,0.001122471,0.0003958691,0.0005136917,0.0009463019],"domain_scores_gemma":[0.9956399,0.0009879876,0.0007274512,0.0003857244,0.001108641,0.001150317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000107239,0.0003069403,0.003328618,0.0001676872,0.001733861,0.00302462,0.513814,0.0105836,0.00003051953,0.442863,0.02090147,0.003138481],"study_design_scores_gemma":[0.0009175317,0.0002763058,0.00113241,0.0001508175,0.001849653,0.0001672528,0.1722676,0.002196451,0.00005743079,0.01555418,0.8047824,0.0006479972],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4415031,0.02027803,0.001143059,0.01454407,0.007414025,0.0008972479,0.003711269,0.00006799625,0.5104412],"genre_scores_gemma":[0.984467,0.0006605076,0.002783376,0.001866239,0.007915138,0.00001877369,0.000118694,0.0001066168,0.002063693],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7838809,"threshold_uncertainty_score":0.9997443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01001648429770357,"score_gpt":0.2379962486662569,"score_spread":0.2279797643685533,"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."}}