{"id":"W2281890736","doi":"10.14288/1.0098718","title":"The use of hypermedia in cooperative learning groups composed of students with heterogeneous learning styles","year":2010,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hypermedia; Computer science; Collaborative learning; Experiential learning; Learning styles; Educational technology; Cooperative learning; Mathematics education; Knowledge management; Psychology; Human–computer interaction; Multimedia; Teaching method","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005720005,0.0004704247,0.0004583526,0.001401443,0.0007720091,0.002126941,0.0009196299,0.0005694995,0.001248953],"category_scores_gemma":[0.02766662,0.0002470651,0.0004945346,0.000505678,0.0008019842,0.001424227,0.002595769,0.0003798976,0.0004905723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004443321,"about_ca_system_score_gemma":0.0008915802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008807091,"about_ca_topic_score_gemma":0.001482226,"domain_scores_codex":[0.993105,0.003680922,0.0003642357,0.0006828771,0.001607489,0.0005595041],"domain_scores_gemma":[0.9787306,0.01226882,0.002452383,0.001801592,0.001448554,0.003298146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003675286,0.009678669,0.4634686,0.0005622268,0.0002997275,0.000835874,0.04806081,0.00175325,0.03805471,0.001130575,0.0003230089,0.4321573],"study_design_scores_gemma":[0.00100784,0.04499419,0.8598732,0.0003260025,0.0005279942,0.001920003,0.04648427,0.009993211,0.02013309,0.003243068,0.01125171,0.0002454145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980268,0.00004837583,0.001065157,0.00001908331,0.000003638936,0.00006186832,0.000003417535,0.000007450963,0.0007640126],"genre_scores_gemma":[0.997287,0.00006290745,0.002014631,0.00001830259,0.000007937793,0.0000914709,0.00001688787,0.000002782564,0.0004980294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005720005,"threshold_uncertainty_score":0.03025061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01235112251769343,"score_gpt":0.2000969998177168,"score_spread":0.1877458773000233,"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."}}