{"id":"W2235707648","doi":"","title":"An Examination of Students’ Learning Styles and Motivation in an Online Learning Environment: A Critical Review","year":2011,"lang":"en","type":"review","venue":"E-Learn: World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; Active learning (machine learning); Experiential learning; Learning styles; Mathematics education; Computer science; Artificial intelligence","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":[0.0111145,0.0005286426,0.002356662,0.00333946,0.0004717923,0.001855204,0.001481446,0.001226911,0.0007791385],"category_scores_gemma":[0.02847166,0.0004178424,0.001572288,0.002907282,0.001101473,0.002035945,0.00110152,0.001216343,0.0001978925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001853875,"about_ca_system_score_gemma":0.006000026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002666685,"about_ca_topic_score_gemma":0.006509911,"domain_scores_codex":[0.9961511,0.001189313,0.001136939,0.000438109,0.0009784458,0.0001059718],"domain_scores_gemma":[0.9643895,0.0267787,0.00265445,0.000384162,0.005447371,0.0003459254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003078106,0.000195966,0.01034721,0.1371229,0.001909793,0.0002311476,0.001668396,0.0001116218,0.0007987327,0.001257745,0.007071462,0.8389773],"study_design_scores_gemma":[0.000263866,0.0022032,0.08834049,0.4642179,0.01749384,0.002686585,0.006686936,0.0003226344,0.003130579,0.002505388,0.4119394,0.0002091301],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003930355,0.9936341,0.0002120059,0.001340042,0.0002025473,0.00008520459,0.00004523395,0.000003089549,0.0005474729],"genre_scores_gemma":[0.02694327,0.9701189,0.0011562,0.001164423,0.0001839081,0.0001901528,0.00006070998,0.000004325615,0.0001780656],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0111145,"threshold_uncertainty_score":0.05877978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.202990498603461,"score_gpt":0.4073594118062199,"score_spread":0.2043689132027589,"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."}}