{"id":"W1980314673","doi":"10.1109/coginf.2005.1532637","title":"A cognitive approach of Web-based learning support systems","year":2005,"lang":"en","type":"article","venue":"","topic":"Intelligent Tutoring Systems and Adaptive Learning","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Computer science; Process (computing); Flexibility (engineering); Adaptability; Cognitive style; Robot learning; Personalized learning; Synchronous learning; Cognition; Active learning (machine learning); Educational technology; Learning environment; Human–computer interaction; Artificial intelligence; Multimedia; Open learning; Cooperative learning; Teaching method; Psychology; Mathematics education","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":[0.0006070258,0.0006928506,0.0002439524,0.001594932,0.0009687435,0.004737909,0.001616768,0.001552955,0.00362055],"category_scores_gemma":[0.001444529,0.0003099916,0.0006353723,0.001018347,0.003172414,0.003830603,0.001475018,0.001392658,0.0008504482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001980416,"about_ca_system_score_gemma":0.001586961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005271073,"about_ca_topic_score_gemma":0.002958962,"domain_scores_codex":[0.9992792,0.0001770174,0.00004483327,0.0001226724,0.0003101942,0.00006618261],"domain_scores_gemma":[0.9995044,0.0001853758,0.0000370417,0.00005152195,0.0001566003,0.00006500748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002567732,0.00008509695,0.0005039964,0.0003461688,0.00003482002,0.0003297324,0.002052372,0.009192548,0.002755146,0.9244874,0.002449387,0.05773764],"study_design_scores_gemma":[0.00003998091,0.0001237583,0.001452981,0.0003287102,0.00006775223,0.0005808022,0.001320234,0.07749929,0.002500351,0.7518854,0.1641347,0.00006599657],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01901555,0.007977917,0.7721841,0.007250978,0.0004374653,0.0002641983,0.0001400163,0.0006336616,0.1920961],"genre_scores_gemma":[0.6239032,0.00747214,0.3224023,0.001432489,0.0006340295,0.0007614466,0.0002021087,0.00008582138,0.04310649],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005271073,"threshold_uncertainty_score":0.01436895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02550633570612928,"score_gpt":0.2504909501479118,"score_spread":0.2249846144417826,"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."}}