{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003799584,0.0003722175,0.0004500751,0.0004411379,0.0009840871,0.005050657,0.0005949051,0.001052139,0.006658531],"category_scores_gemma":[0.008417975,0.0001351172,0.0003015119,0.0006611333,0.0006543346,0.003308801,0.003466568,0.00152368,0.0009722734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005848731,"about_ca_system_score_gemma":0.000585377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001246738,"about_ca_topic_score_gemma":0.0002592398,"domain_scores_codex":[0.9965014,0.002089366,0.0001330136,0.00018506,0.0008599259,0.0002311852],"domain_scores_gemma":[0.994983,0.002579113,0.0002113336,0.0002152623,0.0005667541,0.001444553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008491465,0.0007647338,0.01274714,0.001071976,0.00003170822,0.001000372,0.01789747,0.0009690305,0.01027064,0.01893834,0.02094173,0.9145176],"study_design_scores_gemma":[0.0001918883,0.004371308,0.05236989,0.00185042,0.00008453653,0.00922544,0.1097006,0.01771194,0.01538745,0.1059141,0.6828484,0.0003440166],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7381519,0.01242093,0.07734426,0.02932596,0.003780752,0.0007080076,0.0002215942,0.0002977276,0.1377488],"genre_scores_gemma":[0.9333662,0.005063036,0.02283273,0.001714703,0.001065567,0.0003370215,0.000110927,0.0001001643,0.03540962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006658531,"threshold_uncertainty_score":0.02227497,"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."}}