{"id":"W4319716104","doi":"10.58840/ots.v1i1.1","title":"Canadian E-learning platform: Using Moodle for Course Creation","year":2022,"lang":"en","type":"article","venue":"OTS Canadian Journal","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The Internet; Quality (philosophy); E learning; Higher education; Virtual learning environment; Mathematics education; Statistics; Knowledge management; Computer science; Psychology; World Wide Web; Political science; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001194859,0.00007968707,0.0001010968,0.0003375295,0.008375375,0.0002871859,0.0002182619,0.00005739476,0.003881106],"category_scores_gemma":[0.0002101805,0.00009605577,0.00007277088,0.000301746,0.00005175618,0.000269532,0.000007497924,0.00057223,0.000008990633],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001969053,"about_ca_system_score_gemma":0.02232705,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8417967,"about_ca_topic_score_gemma":0.989877,"domain_scores_codex":[0.9985938,0.0001520052,0.0001575743,0.0001225654,0.0002473968,0.0007266377],"domain_scores_gemma":[0.9984044,0.00004552283,0.000108976,0.00005802112,0.0001107134,0.001272355],"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":[0.0000478738,0.00005782343,0.2528626,0.00002061535,0.0002313837,0.0008213429,0.05282979,0.1311316,0.0001159537,0.04161947,0.0585683,0.4616932],"study_design_scores_gemma":[0.0002117647,0.00005730749,0.0007230617,0.000009453973,0.00002493686,0.00006632305,0.02756298,0.002553813,0.000002232912,0.0007545546,0.9678892,0.0001443775],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9084827,0.0004603281,0.0007150669,0.01506754,0.002605768,0.0004754607,0.0001230818,0.0000456948,0.07202435],"genre_scores_gemma":[0.988965,0.000005690186,0.001727103,0.0002850689,0.0008929612,0.00000725233,0.00002508599,0.00002297493,0.00806884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9093209,"threshold_uncertainty_score":0.9970295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03142739871585501,"score_gpt":0.3213129978769606,"score_spread":0.2898855991611056,"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."}}