{"id":"W2599379380","doi":"","title":"LMS Integration in Higher Degree Programs","year":2015,"lang":"en","type":"article","venue":"CDU eSpace Institutional Repository (Charles Darwin University)","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Learning Management; Degree (music); Blended learning; Online learning; Higher education; Mathematics education; Pedagogy; Medical education; Educational technology; Computer science; Psychology; Political science; Multimedia; Medicine","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":[0.003598566,0.0001226928,0.0001808764,0.000959351,0.002631804,0.005317708,0.0007400542,0.0006862627,0.01083464],"category_scores_gemma":[0.01169706,0.000146357,0.0001927543,0.001660183,0.0009598451,0.002386204,0.005857025,0.001180716,0.001010686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004016698,"about_ca_system_score_gemma":0.007108268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005029122,"about_ca_topic_score_gemma":0.01082677,"domain_scores_codex":[0.9955751,0.002452817,0.000103212,0.0003573285,0.0007203075,0.000791195],"domain_scores_gemma":[0.9918772,0.002170258,0.0008273185,0.0004167812,0.001022772,0.003685618],"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":[0.0002437016,0.003011224,0.1318352,0.0004338129,0.00003749516,0.0007575285,0.07230398,0.001290679,0.005019934,0.02065181,0.007481007,0.7569336],"study_design_scores_gemma":[0.0001382229,0.001644459,0.4791039,0.001133373,0.00009781979,0.0008145568,0.1848439,0.004882647,0.01033214,0.008065113,0.3088627,0.00008119846],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9309282,0.0004001154,0.002387803,0.002731912,0.00007307425,0.00008852026,0.00004141911,0.0001269604,0.06322205],"genre_scores_gemma":[0.9914753,0.0001407674,0.000931414,0.0001774048,0.00001772792,0.00002689038,0.00003347124,0.00001825496,0.00717875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01083464,"threshold_uncertainty_score":0.03624547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0795588841922593,"score_gpt":0.2776381833832068,"score_spread":0.1980792991909475,"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."}}