{"id":"W2433924532","doi":"","title":"Learning Management Systems and Principles of Good Teaching: Instructor and Student Perspectives.","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Teaching method; Mathematics education; Instructional design; Pedagogy; Higher education; Psychology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007031199,0.00008665203,0.0002249993,0.0005713868,0.0005539449,0.0001033973,0.0001185932,0.0001236203,0.00002063756],"category_scores_gemma":[0.0003527785,0.00007982548,0.00001880064,0.0001587361,0.0004410509,0.0001325573,0.00004058944,0.0007630152,8.66758e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006446228,"about_ca_system_score_gemma":0.0002242728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002242736,"about_ca_topic_score_gemma":0.001896132,"domain_scores_codex":[0.9990613,0.000190506,0.000234032,0.0001352731,0.0001306252,0.000248306],"domain_scores_gemma":[0.9992549,0.00006056713,0.0002658159,0.00004628204,0.0001430042,0.0002294067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000002318014,0.00001148106,0.7530459,0.00004818796,0.0001071084,0.00004335937,0.0209767,0.0000656534,0.00005787371,0.1100982,0.00001574991,0.1155275],"study_design_scores_gemma":[0.0004105442,0.0003994742,0.02043101,0.0001815582,0.00004192708,0.000114408,0.794103,0.00008921787,0.000005797119,0.0002900192,0.1838039,0.0001290856],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878532,0.003864208,0.00001971718,0.001899643,0.0000739559,0.0001038634,3.049691e-7,0.00001960829,0.006165496],"genre_scores_gemma":[0.9966494,0.0007604563,0.0009819027,0.000002132753,0.00006444051,0.000001951011,1.959678e-7,0.000008496594,0.001530965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7731264,"threshold_uncertainty_score":0.4260553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009260390191671368,"score_gpt":0.2695835574995191,"score_spread":0.2603231673078478,"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."}}