{"id":"W96338235","doi":"","title":"Evaluation of a Teaching Tool--Wiki--in Online Graduate Education","year":2010,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Learning Styles and Cognitive Differences","field":"Psychology","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Excellence; Learning styles; Adaptation (eye); Computer science; Higher education; Mathematics education; Educational technology; Information technology; Psychology; Knowledge management","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008967842,0.0000645143,0.0001691661,0.0002055363,0.00007611841,0.00006200891,0.0001698522,0.00009763076,0.00001035728],"category_scores_gemma":[0.003158619,0.00004493473,0.0001234208,0.0001366666,0.000008678634,0.0005612977,0.00001034314,0.0003578457,0.000008025738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002131835,"about_ca_system_score_gemma":0.0002681493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001116304,"about_ca_topic_score_gemma":0.00003541334,"domain_scores_codex":[0.9976963,0.0004467118,0.0008534972,0.00004013689,0.0008590037,0.0001042953],"domain_scores_gemma":[0.9942186,0.0002524782,0.002883911,0.000100422,0.002527067,0.00001750704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002363062,0.001245993,0.3254206,0.0001722992,0.0006977444,8.310521e-8,0.05073868,0.001921511,0.001522672,0.1215624,0.01335572,0.4831259],"study_design_scores_gemma":[0.00262972,0.0001238371,0.9478721,0.0002018488,0.000223133,0.00001604912,0.01795729,0.003339598,0.0000697184,0.00187282,0.02557554,0.0001183108],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843757,0.00003583698,0.0002123503,0.0003189652,0.004718524,0.0004299717,0.00002690048,0.000004587641,0.009877124],"genre_scores_gemma":[0.998983,0.000001859136,0.00007146424,0.00006324278,0.0002643792,0.00002617369,0.00001744883,0.000004023224,0.00056842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6224515,"threshold_uncertainty_score":0.378139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04745206494399075,"score_gpt":0.3733453838618249,"score_spread":0.3258933189178341,"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."}}