{"id":"W33707274","doi":"10.1136/bmjopen-2020-046127","title":"A COMPARISON AND EVALUATION OF OPEN SOURCE LEARNING MANAGMENT SYSTEMS","year":2005,"lang":"en","type":"article","venue":"IADIS AC","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Loughborough University; Fonds de Recherche du Québec-Société et Culture; Canadian Institutes of Health Research; Fonds de Recherche du Québec - Santé; Monash University; Université du Québec à Montréal","keywords":"Learning Management; Computer science; Open source software; Open source; Open learning; Software; E learning; Educational technology; Multimedia; Software engineering; World Wide Web; Knowledge management; Teaching method; The Internet; Operating system; Cooperative learning; Pedagogy; Sociology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02193781,0.0005738901,0.0007824785,0.003377261,0.0009204268,0.004208974,0.001374126,0.001317087,0.005539432],"category_scores_gemma":[0.067063,0.0002076406,0.001046545,0.002160597,0.000776995,0.004986349,0.002699946,0.00103561,0.0007670405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003338108,"about_ca_system_score_gemma":0.003530016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001858226,"about_ca_topic_score_gemma":0.001811479,"domain_scores_codex":[0.9795992,0.01165572,0.002158164,0.0008976521,0.005070996,0.0006182969],"domain_scores_gemma":[0.9237174,0.05265699,0.005346968,0.004987364,0.009916884,0.003374362],"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":[0.01880075,0.02514445,0.0301234,0.004168581,0.001010839,0.0001147559,0.003959819,0.01026596,0.00297347,0.00954516,0.002856229,0.8910367],"study_design_scores_gemma":[0.02899848,0.2964835,0.307739,0.00653372,0.004958078,0.0006805957,0.02710905,0.1557332,0.03172412,0.03622264,0.1029933,0.0008243007],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9565703,0.001826693,0.01565782,0.0009243836,0.0003246963,0.0047609,0.0004888022,0.0003892365,0.01905723],"genre_scores_gemma":[0.9710537,0.001092034,0.02074193,0.0002152314,0.0001133924,0.003191506,0.0005673094,0.00004731165,0.002977696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02193781,"threshold_uncertainty_score":0.1160195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08884037424064911,"score_gpt":0.4433030744634381,"score_spread":0.354462700222789,"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."}}