{"id":"W7011112141","doi":"","title":"LMS Integration in Higher Degree Programs","year":2015,"lang":"en","type":"other","venue":"","topic":"Probability and Statistical Research","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Degree (music); Degree program; Learning Management; Higher education; Qualitative research; Online learning; Electronic learning; Blended learning","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003924536,0.000150044,0.000208951,0.001038053,0.002050552,0.005315762,0.0007350371,0.0005667779,0.01105164],"category_scores_gemma":[0.0140932,0.0001444381,0.0001883345,0.0019439,0.001007102,0.002770793,0.004620746,0.001153974,0.001062342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003084952,"about_ca_system_score_gemma":0.005909595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004972846,"about_ca_topic_score_gemma":0.01010636,"domain_scores_codex":[0.9950777,0.002720588,0.0001277452,0.0004337881,0.0009384765,0.0007017645],"domain_scores_gemma":[0.9899586,0.003444459,0.001307793,0.0005646477,0.001483754,0.00324072],"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":[0.0001988223,0.001644096,0.1412442,0.0007545665,0.00004439045,0.001011747,0.08478902,0.001618754,0.005018292,0.02394091,0.007648712,0.7320865],"study_design_scores_gemma":[0.00008358486,0.001071419,0.4612211,0.001155068,0.00008413845,0.001079333,0.1533294,0.002361081,0.006889467,0.005943733,0.3667117,0.00007007681],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8890119,0.0008281954,0.002628072,0.002989047,0.0001023926,0.00008618471,0.00006231175,0.0001506483,0.1041412],"genre_scores_gemma":[0.987843,0.0003294188,0.001191873,0.0002772091,0.00003537242,0.00002764344,0.00005338555,0.00003543339,0.01020663],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01105164,"threshold_uncertainty_score":0.03697139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4501202328228571,"score_gpt":0.4377404827287033,"score_spread":0.01237975009415382,"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."}}