{"id":"W2244158293","doi":"","title":"When Your LMS isn’t Enough: A Case for Combining an LMS with a CMS","year":2010,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science; Least mean squares filter; Mathematics; Adaptive filter; Algorithm","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":[0.0003184538,0.0002412783,0.0002617029,0.0006550917,0.0003806133,0.0002677677,0.0008228401,0.000176656,0.0004007404],"category_scores_gemma":[0.0004154331,0.0002117587,0.00002560234,0.000602189,0.000355184,0.0004587444,0.0001244702,0.0007906025,0.00004879566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000293665,"about_ca_system_score_gemma":0.0009203308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004924675,"about_ca_topic_score_gemma":0.001035216,"domain_scores_codex":[0.9983513,0.00004260025,0.0002575914,0.0006522471,0.0002529835,0.0004432239],"domain_scores_gemma":[0.9980881,0.0005145192,0.0001683601,0.000548722,0.0003843046,0.0002959665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001252157,0.0002709028,0.002840888,0.00001086421,0.00001635946,0.00001900138,0.00420867,7.847389e-7,0.0005279541,0.9806705,0.00143223,0.009989375],"study_design_scores_gemma":[0.001820765,0.001022593,0.003410733,0.0001138777,0.00004053579,0.001838788,0.005367103,0.004925515,0.001458047,0.9663059,0.0127755,0.0009206514],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1774193,0.00006957295,0.003187215,0.8063717,0.005424579,0.0007532771,0.00001066346,0.0004349196,0.006328765],"genre_scores_gemma":[0.9537115,0.00001181027,0.0431618,0.0005253429,0.0004382383,0.0004394632,0.00004685453,0.00001966379,0.001645365],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8058463,"threshold_uncertainty_score":0.8635268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03584867013139914,"score_gpt":0.2919030192923356,"score_spread":0.2560543491609364,"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."}}