{"id":"W1873279432","doi":"10.21432/t24s39","title":"Learning Management Systems and Principles of Good Teaching: Instructor and Student Perspectives / Systèmes de gestion de l'apprentissage et principes d'un bon enseignement: Perspectives de l’enseignant et de l’étudiant","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Learning Management; Sociology; Psychology; Pedagogy; Humanities; Mathematics education; Library science; Computer science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002283951,0.0001536516,0.0003001096,0.0005980732,0.0007286436,0.0001912044,0.0001551154,0.0001999697,0.00001252835],"category_scores_gemma":[0.0008504448,0.0001472065,0.0000376829,0.000168657,0.000396474,0.0001844476,0.00006185056,0.001049314,2.991161e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000497294,"about_ca_system_score_gemma":0.001031933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00385831,"about_ca_topic_score_gemma":0.003295964,"domain_scores_codex":[0.9979604,0.0008542625,0.0002958922,0.0002210887,0.0001698681,0.0004984126],"domain_scores_gemma":[0.9989467,0.0001424415,0.0003708696,0.00006865732,0.0001483998,0.0003229323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001031291,0.00005394473,0.5575272,0.0001299682,0.0002444125,0.0001644968,0.2041195,0.0007194319,0.0008703487,0.2038845,0.00000969068,0.0322662],"study_design_scores_gemma":[0.0004914072,0.0004343315,0.1231637,0.0004370279,0.00008739306,0.0003968431,0.8673463,0.000417361,0.00004774387,0.0007504176,0.006258304,0.0001691435],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868101,0.007585356,0.0004567203,0.002815956,0.0000346943,0.0001889455,0.000001261287,0.00004165096,0.002065279],"genre_scores_gemma":[0.9915065,0.002944441,0.0050969,0.00000645642,0.00005440381,0.000009953585,5.81779e-7,0.00001773586,0.0003630539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6632268,"threshold_uncertainty_score":0.6002907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00899826656639771,"score_gpt":0.2666294269237096,"score_spread":0.2576311603573119,"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."}}