{"id":"W2792717035","doi":"10.1007/s11423-018-9582-1","title":"Design of a learning-centered online environment: a cognitive apprenticeship approach","year":2018,"lang":"en","type":"article","venue":"Educational Technology Research and Development","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières; McGill University","funders":"","keywords":"Cognitive apprenticeship; Instructional design; Computer science; Educational technology; Mathematics education; Think aloud protocol; Apprenticeship; Process (computing); Virtual learning environment; Psychology; Knowledge management; Multimedia; Human–computer interaction","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":[0.001659081,0.0007663699,0.0003268213,0.0006591622,0.0009655852,0.002805954,0.002247596,0.001236442,0.00524605],"category_scores_gemma":[0.002857666,0.0003985566,0.000568376,0.0002179807,0.0007819057,0.001448931,0.002547306,0.001106073,0.001015749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005402466,"about_ca_system_score_gemma":0.001896033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004557564,"about_ca_topic_score_gemma":0.0008394268,"domain_scores_codex":[0.9982036,0.0008048689,0.00007896304,0.0003026712,0.0003950653,0.0002146749],"domain_scores_gemma":[0.9978454,0.0007595761,0.0001091309,0.000263785,0.0004740621,0.0005480972],"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":[0.001073279,0.007149115,0.009043091,0.001815278,0.0001664565,0.001531874,0.01793158,0.06233726,0.1344921,0.112425,0.00517992,0.6468551],"study_design_scores_gemma":[0.0009323929,0.005795751,0.01028779,0.0005043815,0.000509665,0.001860592,0.01144713,0.5007866,0.190816,0.06009374,0.2167315,0.0002345243],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.09053035,0.00006300667,0.8826601,0.0002565703,0.00007626556,0.002511938,0.0000490731,0.0007440007,0.0231087],"genre_scores_gemma":[0.3367121,0.00008443145,0.6518661,0.0001597402,0.00002222923,0.001932607,0.00008520978,0.0001371449,0.009000367],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00524605,"threshold_uncertainty_score":0.01754975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1370727716152638,"score_gpt":0.4085075000471541,"score_spread":0.2714347284318903,"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."}}