{"id":"W4389256412","doi":"10.46990/iquatro.2023.12.1.16","title":"Capítulo 16. Relación entre los estilos de aprendizaje con el compromiso de los estudiantes universitarios en Tecnologías de la Información, Tecnologías Bioalimentarias, Innovación de Negocios y Mercadotecnia, Negocios Internacionales, Gestión y Desarrollo Turístico de la Universidad Tecnológica de Nayarit, México.","year":2023,"lang":"es","type":"book-chapter","venue":"","topic":"Educational Research and Science Teaching","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Humanities; Political science; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity"],"category_scores_codex":[0.004287906,0.001526019,0.001258651,0.0008774171,0.001950582,0.0007629974,0.003597561,0.002629426,0.002541298],"category_scores_gemma":[0.002801276,0.001031779,0.0007204685,0.001043373,0.003304441,0.0008404261,0.00153855,0.004720192,0.0003268016],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006721819,"about_ca_system_score_gemma":0.004123467,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0211171,"about_ca_topic_score_gemma":0.004085205,"domain_scores_codex":[0.9907116,0.001764724,0.001193341,0.001672925,0.001350373,0.003307089],"domain_scores_gemma":[0.9889861,0.007545793,0.0007625317,0.0005444621,0.0004404664,0.001720607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001173581,0.001396224,0.4637631,0.000486211,0.002037089,0.002850436,0.007173569,0.001095188,0.1193931,0.3605763,0.008470081,0.03158509],"study_design_scores_gemma":[0.007707977,0.004585546,0.6058251,0.005094897,0.002321225,0.006029201,0.06941941,0.01007671,0.01599853,0.1240845,0.1403648,0.008492124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9459609,0.0009809149,0.001278839,0.009442341,0.0002658731,0.001749757,0.001032465,0.0008505333,0.03843835],"genre_scores_gemma":[0.965661,0.003969325,0.005852471,0.001118119,0.0005603379,0.00007803744,0.000503005,0.00005872406,0.02219893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2364918,"threshold_uncertainty_score":0.9997488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01707281960492227,"score_gpt":0.2917314512388736,"score_spread":0.2746586316339513,"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."}}