{"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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001787763,0.0001007686,0.0002812673,0.001347985,0.0001022534,0.000006398566,0.0002019591,0.0002955873,0.0004804062],"category_scores_gemma":[0.001515473,0.00009857447,0.00004508455,0.0003301089,0.0005628803,0.00003250034,0.00001436489,0.002467721,0.000006335673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008838703,"about_ca_system_score_gemma":0.0007330561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008366872,"about_ca_topic_score_gemma":0.0008130288,"domain_scores_codex":[0.9989603,0.0002696667,0.0003193532,0.0001318029,0.00004786304,0.0002709726],"domain_scores_gemma":[0.9988907,0.0001666429,0.0003757986,0.0001313647,0.0002775084,0.000157994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002418128,0.0000367744,0.40469,0.00002601465,0.0001449534,0.0001849576,0.01001175,0.0000035124,0.04568778,0.162419,0.006057051,0.370714],"study_design_scores_gemma":[0.0004416917,0.0003509833,0.009157071,0.00005120919,0.00002294191,0.0009710162,0.001173009,0.0000131788,0.0002925694,0.001059587,0.9863493,0.0001173968],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9630991,0.003938473,0.001522962,0.0006015734,0.002057343,0.00002750695,5.456499e-7,0.00003158153,0.0287209],"genre_scores_gemma":[0.987663,0.000004171715,0.005877854,0.00001574823,0.0001282942,9.453649e-7,2.792758e-7,0.00001877991,0.006290912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9802923,"threshold_uncertainty_score":0.9998336,"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."}}