{"id":"W3040673530","doi":"10.5565/rev/jtl3.907","title":"Investigación actual sobre la enseñanza de la gramática. Perspectivas plurales","year":2020,"lang":"es","type":"article","venue":"Bellaterra Journal of Teaching & Learning Language & Literature","topic":"Historical Linguistics and Language Studies","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais","funders":"Universitat Autònoma de Barcelona; Uniwersytet Wrocławski; Universidad de Jaén; Universidad de Buenos Aires; Universitat de València; Université de Lille; Université de Montréal; Western Washington University","keywords":"Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01302584,0.0007863243,0.0006821072,0.003265464,0.01277213,0.02191908,0.001474868,0.004448318,0.01117161],"category_scores_gemma":[0.01148024,0.000378901,0.0005358086,0.005729136,0.0352327,0.01818756,0.007992677,0.006468814,0.001473622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01308026,"about_ca_system_score_gemma":0.007830783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01169295,"about_ca_topic_score_gemma":0.01506971,"domain_scores_codex":[0.9840711,0.01153715,0.0003117163,0.001205789,0.001831014,0.001043287],"domain_scores_gemma":[0.9896695,0.006297787,0.0008073098,0.001083586,0.001514597,0.0006272414],"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":[0.00005938335,0.00002702018,0.0009379704,0.0004258002,0.000009815063,0.0003497725,0.124085,0.0001431802,0.0004939303,0.8326614,0.008895614,0.03191097],"study_design_scores_gemma":[0.000009491886,0.00004199315,0.0034235,0.001694392,0.00001097397,0.0003960828,0.1392282,0.0002338621,0.0005832187,0.1555951,0.6987592,0.0000240373],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.09746543,0.1137421,0.01611477,0.1436887,0.003367856,0.00005749999,0.0001851727,0.0001148355,0.6252636],"genre_scores_gemma":[0.8884229,0.03983913,0.003823306,0.008678202,0.001883228,0.0001138831,0.0001326916,0.0002096218,0.05689694],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02191908,"threshold_uncertainty_score":0.09490436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01089520928312557,"score_gpt":0.2617619866243533,"score_spread":0.2508667773412278,"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."}}