{"id":"W2067663221","doi":"10.3138/cmlr.63.4.487","title":"Étude comparative des compétences grammaticales d’élèves du secondaire en FL1 et en FL2 au Manitoba","year":2007,"lang":"en","type":"article","venue":"Canadian Modern Language Review/ La Revue canadienne des langues vivantes","topic":"Writing and Handwriting Education","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pronoun; Verb; Grammar; Spelling; Linguistics; Noun; Psychology; Syntax; Mathematics education; Computer science; Natural language processing; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002481522,0.0005803273,0.0005619796,0.003522734,0.002229196,0.002217334,0.0008816586,0.0006139056,0.003925709],"category_scores_gemma":[0.008230923,0.0004515518,0.0003378327,0.002806534,0.001687502,0.000648014,0.001278658,0.0009544998,0.0006518367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006859284,"about_ca_system_score_gemma":0.01124384,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7682663,"about_ca_topic_score_gemma":0.8295632,"domain_scores_codex":[0.9986572,0.0002714657,0.00009417586,0.0001748707,0.0004926995,0.0003094865],"domain_scores_gemma":[0.9939861,0.001515852,0.0008826208,0.0001855063,0.002916308,0.0005135338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001918817,0.0002149326,0.6584308,0.0003041358,0.00008645298,0.001985546,0.2629212,0.0001938815,0.007821687,0.001058427,0.001180035,0.06561097],"study_design_scores_gemma":[0.00001479938,0.0001489379,0.9257126,0.0001331636,0.00003583673,0.0009495151,0.06054345,0.0003183128,0.001742514,0.000155885,0.01021913,0.00002570459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953834,0.0005827562,0.0002210887,0.000179773,0.00001607495,0.00002480786,0.0001277285,0.00001162363,0.003452745],"genre_scores_gemma":[0.9908092,0.0005431539,0.0004238353,0.00008721839,0.000005154394,0.00002784888,0.0001796209,0.00001598357,0.007907955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2317337,"threshold_uncertainty_score":0.4661968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0248310510304146,"score_gpt":0.303389337774138,"score_spread":0.2785582867437233,"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."}}