{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002180705,0.00004011121,0.0001165702,0.00003346159,0.0002152927,0.0001104394,0.0001363638,0.00003367577,0.0001040533],"category_scores_gemma":[0.0001116923,0.00003813467,0.0000140915,0.00009390361,0.00004205865,0.0001858671,0.00006222176,0.000081694,0.00001485554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000598513,"about_ca_system_score_gemma":0.0000968383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001071376,"about_ca_topic_score_gemma":0.0009207134,"domain_scores_codex":[0.9989045,0.0003688831,0.0001410017,0.0001060368,0.0003654795,0.0001140501],"domain_scores_gemma":[0.9996634,0.00004884414,0.0001103017,0.00005795854,0.00007798325,0.00004157732],"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":[0.00001088998,0.00009256133,0.1014865,0.00003027511,0.00003247705,2.343457e-7,0.01977251,0.04335774,0.0001726031,0.005003562,0.001513989,0.8285267],"study_design_scores_gemma":[0.0004016793,0.00004312074,0.007578451,0.00007162125,0.00005388143,3.417592e-7,0.03348462,0.07757468,0.00004681297,0.00005045938,0.8806043,0.00009009635],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9567663,0.00114458,0.0001696364,0.00125492,0.00005923149,0.0003054461,4.432296e-7,0.00002231698,0.0402771],"genre_scores_gemma":[0.996803,0.00004288918,0.0005213547,0.00001157325,0.0001530283,0.000009477697,0.000002759702,0.00000439211,0.002451469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8790902,"threshold_uncertainty_score":0.1655879,"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."}}