{"id":"W2417075794","doi":"","title":"Learning Management System Implementation: Prioritizing Human Factors to Ensure Success","year":2015,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Technology-Enhanced Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Global Affairs Canada","funders":"","keywords":"Process management; Risk analysis (engineering); Business; Computer science; Management system; Operations management; Knowledge management; Engineering management; Engineering","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":[0.0004445391,0.0002087977,0.0002761317,0.001126753,0.0007975353,0.00008631803,0.0004214721,0.0001614124,0.0001967132],"category_scores_gemma":[0.0004263845,0.0002163671,0.00002395503,0.00141286,0.0005088951,0.0001384451,0.0001519657,0.0003935998,0.0001097234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005238236,"about_ca_system_score_gemma":0.0005462128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002622613,"about_ca_topic_score_gemma":0.003311707,"domain_scores_codex":[0.9981078,0.00009580475,0.0003247514,0.0004896116,0.0004954064,0.0004866596],"domain_scores_gemma":[0.9985943,0.0002608822,0.0001620397,0.0002357994,0.0004704269,0.0002765283],"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":[0.000003192181,0.00004076246,0.0722498,0.00001932788,0.000033757,0.000002559221,0.01613344,3.867679e-7,0.00007192873,0.900839,0.004930889,0.005674972],"study_design_scores_gemma":[0.000932403,0.0002770309,0.1552825,0.000311594,0.00008384407,0.000007075279,0.3187896,0.000002288293,0.001223727,0.4810418,0.04118752,0.0008606216],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.552076,0.0002752847,0.00006443629,0.408263,0.003704895,0.0009232835,0.00001240581,0.001470267,0.03321046],"genre_scores_gemma":[0.993724,0.0000622705,0.001049736,0.00009229018,0.0004298987,0.0004449948,0.00003701304,0.00001585834,0.004143949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.441648,"threshold_uncertainty_score":0.8823195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07221576515465486,"score_gpt":0.3818648334397994,"score_spread":0.3096490682851445,"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."}}