{"id":"W2782263452","doi":"10.17239/l1esll-2018.18.04.01","title":"Working on grammar at school in L1 education: empirical research across linguistic regions. Introduction to the special issue","year":2018,"lang":"en","type":"article","venue":"L1 Educational Studies in Language and Literature","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Grammar; Empirical research; Linguistics; Neglect; Context (archaeology); Foreign language; Psychology; Computer science; Mathematics education; Geography; Epistemology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003145532,0.0009602706,0.001594147,0.00445038,0.002489031,0.007817453,0.001395,0.003723974,0.01667131],"category_scores_gemma":[0.01829518,0.0005330571,0.0008639569,0.00662385,0.002680477,0.006851681,0.00529886,0.005677464,0.004641209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0022153,"about_ca_system_score_gemma":0.002522541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00292302,"about_ca_topic_score_gemma":0.004486763,"domain_scores_codex":[0.9978871,0.0007870846,0.0002079501,0.0004139538,0.0004590555,0.0002449338],"domain_scores_gemma":[0.9738588,0.02006181,0.001571481,0.0006744998,0.002111475,0.001722001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007196016,0.0003855474,0.01150421,0.002609169,0.0000535832,0.000259657,0.01015951,0.0001640127,0.0002251696,0.01438478,0.8470187,0.1131637],"study_design_scores_gemma":[0.00003085663,0.0003022794,0.1038548,0.00963957,0.000102087,0.000756648,0.01982056,0.0003809191,0.0001723272,0.01139683,0.8534601,0.0000831962],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.04173303,0.404869,0.003150113,0.2177922,0.2267669,0.0002806697,0.002727122,0.0002322508,0.1024488],"genre_scores_gemma":[0.1831801,0.3623315,0.003410523,0.06133966,0.3208136,0.001641258,0.00568859,0.0008597209,0.06073505],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01667131,"threshold_uncertainty_score":0.05577105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08537656499489282,"score_gpt":0.4508003218080578,"score_spread":0.365423756813165,"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."}}