{"id":"W1520427559","doi":"10.21432/t2859m","title":"A Brief History of Knowledge Building","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":212,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Knowledge building; Knowledge management; Higher education; Government (linguistics); Knowledge creation; Sociology; Pedagogy; Engineering ethics; Engineering; Computer science; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002690044,0.0006179588,0.0005768514,0.004224003,0.005450239,0.009832799,0.001580789,0.00398817,0.01822949],"category_scores_gemma":[0.004588743,0.0004731569,0.0004601866,0.00736371,0.01275569,0.0111327,0.004778198,0.005205265,0.005364543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007892631,"about_ca_system_score_gemma":0.005132367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007776937,"about_ca_topic_score_gemma":0.006572181,"domain_scores_codex":[0.9974144,0.0009743617,0.0001981387,0.0004165888,0.0007039762,0.0002925199],"domain_scores_gemma":[0.996108,0.002793657,0.0001653773,0.000330007,0.000360145,0.0002427983],"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":[0.00002608244,0.00005849162,0.0003973725,0.001096391,0.00000970666,0.0002323404,0.005182033,0.0004524956,0.000162359,0.7557203,0.02850046,0.208162],"study_design_scores_gemma":[0.000002147173,0.00001336867,0.0002904055,0.001042488,0.000002244987,0.000168197,0.0007487579,0.00008370006,0.0001497288,0.0888718,0.9086147,0.00001242976],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.003355071,0.2992612,0.01423917,0.03381652,0.00228811,0.0001111295,0.0002297529,0.0001365061,0.6465626],"genre_scores_gemma":[0.1844159,0.6023482,0.01858497,0.01490785,0.004924485,0.0004521222,0.0005915497,0.0002879639,0.173487],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01822949,"threshold_uncertainty_score":0.06098372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02010570482438405,"score_gpt":0.321322083496689,"score_spread":0.3012163786723049,"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."}}