{"id":"W4389229329","doi":"10.46990/iquatro.2023.12.1.21","title":"Capítulo 21. Relación entre los estilos de aprendizaje con el compromiso de los estudiantes universitarios en Lengua Inglesa, Química, Energías Renovables y Mecatrónica de la Universidad Tecnológica de Querétaro, México.","year":2023,"lang":"es","type":"book-chapter","venue":"","topic":"Education in Rural Contexts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Humanities; Psychology; Art","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":[0.0005125329,0.0005010637,0.000240906,0.001879823,0.001744298,0.003636455,0.0007418048,0.0009970081,0.04474619],"category_scores_gemma":[0.001414648,0.0002205208,0.000259033,0.003315713,0.001617046,0.001759998,0.0008901411,0.001216981,0.006400633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003010139,"about_ca_system_score_gemma":0.002046724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01579738,"about_ca_topic_score_gemma":0.03264557,"domain_scores_codex":[0.9997084,0.00007689644,0.00001037527,0.00004759855,0.0001215161,0.00003525222],"domain_scores_gemma":[0.9992478,0.0004163099,0.0000588532,0.00002647313,0.0002122721,0.0000382995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00004191389,0.00004653039,0.001343601,0.0008443833,0.000008479649,0.0005425374,0.008291802,0.0003652782,0.001184703,0.2022454,0.581218,0.2038673],"study_design_scores_gemma":[0.000001803789,0.00001276326,0.003084715,0.0002993535,0.000004705832,0.0002027897,0.001397027,0.0001074443,0.0003025121,0.006408546,0.9881729,0.000005515355],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00716681,0.03252168,0.00899455,0.01590786,0.005475226,0.0002184948,0.001534097,0.0003935623,0.9277878],"genre_scores_gemma":[0.0496584,0.02800443,0.00528795,0.002328972,0.002703846,0.0003546089,0.001638638,0.0003406259,0.9096826],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04474619,"threshold_uncertainty_score":0.1496909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01569814694712285,"score_gpt":0.3041748124243459,"score_spread":0.288476665477223,"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."}}