{"id":"W1555304762","doi":"","title":"Learning Styles and Blended Learning: Challenges and Opportunities in Distance Education Environment","year":2008,"lang":"en","type":"article","venue":"AUSpace (Athabasca University)","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Presentation (obstetrics); Blended learning; Subject (documents); Period (music); Experiential learning; Learning styles; Distance education; Psychology; Mathematics education; Pedagogy; Educational technology; Computer science; Medicine; World Wide Web; Aesthetics","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":[],"consensus_categories":[],"category_scores_codex":[0.000241072,0.000108779,0.0001377016,0.0002233512,0.00059406,0.00002186236,0.00009773686,0.0000823094,0.00004810538],"category_scores_gemma":[0.00006876373,0.0001305195,0.00002233539,0.00009320999,0.0003333682,0.0004692022,0.00008124781,0.0002843621,0.000004523789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001148396,"about_ca_system_score_gemma":0.0003379427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004074147,"about_ca_topic_score_gemma":0.00204622,"domain_scores_codex":[0.9989346,0.0003223269,0.00007130419,0.0002608619,0.0001773489,0.0002335799],"domain_scores_gemma":[0.9995803,0.0001206327,0.0000825303,0.00006873308,0.00002286843,0.0001249755],"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":[0.00007951965,0.0003036778,0.158014,0.0000883205,0.00004868323,0.0002657314,0.1311137,0.0001788938,0.0001380777,0.295755,0.0002332617,0.4137811],"study_design_scores_gemma":[0.0002349933,0.00007847037,0.02360652,0.00004073904,0.00001045243,0.000004115812,0.2218808,0.00002597543,0.00001079292,0.0001186804,0.7538297,0.0001587481],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9301901,0.003061318,0.00004393918,0.007990497,0.00003131874,0.0001120287,7.282322e-7,0.00006843315,0.05850166],"genre_scores_gemma":[0.8771988,0.07976858,0.000354627,0.00001262411,0.00004717463,7.151552e-7,0.00000420952,0.000008032428,0.04260528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7535965,"threshold_uncertainty_score":0.5322433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03566383539422548,"score_gpt":0.2417924656727253,"score_spread":0.2061286302784998,"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."}}