{"id":"W1593487161","doi":"10.5539/ies.v8n13p41","title":"An Integrated Model to Implement Contextual Learning with Virtual Learning Environment for Promoting Higher Order Thinking Skills in Malaysian Secondary Schools","year":2015,"lang":"en","type":"article","venue":"International Education Studies","topic":"Innovative Teaching Methods","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiti Teknologi Malaysia; Ministry of Education, India; Ministry of Earth Sciences","keywords":"Higher-order thinking; Curriculum; Psychology; Mathematics education; Context (archaeology); Technology integration; Pedagogy; Teaching method; Virtual learning environment; Contextual learning; Cognitively Guided Instruction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003488194,0.0001696655,0.0002103482,0.0002779384,0.0004659122,0.0001470244,0.0002790775,0.00005109483,0.00006754327],"category_scores_gemma":[0.00270704,0.0001535589,0.00002494949,0.0002778819,0.00008519185,0.0005100819,0.00008654581,0.0004953197,0.00001257478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001218321,"about_ca_system_score_gemma":0.0009596343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006592447,"about_ca_topic_score_gemma":0.0004793651,"domain_scores_codex":[0.9979066,0.0005038925,0.0003688189,0.0003681537,0.0005601532,0.0002923692],"domain_scores_gemma":[0.9978941,0.000226126,0.0002210779,0.00008842448,0.001464572,0.0001056752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001975354,0.0006896071,0.09203244,0.00001492424,0.0003330726,0.000001627097,0.5109901,0.09686098,0.0004840161,0.09938581,0.00162587,0.197384],"study_design_scores_gemma":[0.001750915,0.001033311,0.009777005,0.0003654289,0.00003264257,0.000002160514,0.7299023,0.00677578,0.0002463291,0.008121979,0.2412898,0.0007024019],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8641891,0.00005284643,0.123416,0.007219946,0.001082409,0.0007712816,0.000008165071,0.0001028446,0.003157355],"genre_scores_gemma":[0.8691198,0.000006984874,0.1239664,0.0005107492,0.0002850356,0.0003645784,0.00005682762,0.00002398347,0.005665647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2396639,"threshold_uncertainty_score":0.626195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0856751608011475,"score_gpt":0.4531431330160335,"score_spread":0.367467972214886,"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."}}