{"id":"W3006632371","doi":"10.33262/concienciadigital.v3i1.1.1129","title":"Exploración de los estilos de aprendizaje de inglés y la asimilación del conocimiento del estudiante","year":2020,"lang":"es","type":"article","venue":"ConcienciaDigital","topic":"Educational Outcomes and Influences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001095186,0.000431616,0.0004964383,0.00012058,0.0007098034,0.0008176071,0.001151156,0.0003132626,0.0001783683],"category_scores_gemma":[0.003446579,0.0004485381,0.000313784,0.0009551311,0.001273448,0.001561353,0.0002390501,0.0004436852,0.0003224003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007559587,"about_ca_system_score_gemma":0.005069936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006159258,"about_ca_topic_score_gemma":0.0000963803,"domain_scores_codex":[0.9962184,0.0003225053,0.0006105228,0.0007101805,0.0007776004,0.001360739],"domain_scores_gemma":[0.9968213,0.0009708844,0.00033227,0.0002703944,0.0002854447,0.001319742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005487561,0.0003057829,0.8935652,0.0001310756,0.0001170877,0.0001434023,0.0611899,0.0004307181,0.0005551371,0.02696843,0.008811581,0.007726789],"study_design_scores_gemma":[0.002360837,0.001033834,0.6506374,0.0006625609,0.00041622,0.0001396186,0.09165007,0.008170776,0.001805528,0.007639567,0.2327827,0.002700932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9392757,0.001043415,0.0008616143,0.006097954,0.0003776924,0.00037071,0.0001619514,0.0001704709,0.05164051],"genre_scores_gemma":[0.9874391,0.0004434641,0.001074011,0.009480831,0.0009126995,0.00005782095,0.00001473312,0.0000434135,0.0005339474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2429278,"threshold_uncertainty_score":0.9997966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0474281641057557,"score_gpt":0.3592760492471656,"score_spread":0.3118478851414099,"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."}}