{"id":"W1970386496","doi":"10.1016/j.iheduc.2012.09.001","title":"Institutional change and leadership associated with blended learning innovation: Two case studies","year":2012,"lang":"en","type":"article","venue":"The Internet and Higher Education","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":214,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Royal University; University of Calgary","funders":"","keywords":"Transformational leadership; Blended learning; Institution; Institutional change; Higher education; Collaborative leadership; Sociology; Pedagogy; Political science; Knowledge management; Public relations; Educational technology; Computer science; Public administration; Social science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004325458,0.0003674031,0.0003258385,0.001662046,0.006826047,0.004211091,0.00178967,0.004178024,0.003486206],"category_scores_gemma":[0.01072022,0.0002873095,0.0005600653,0.001957383,0.00367205,0.002788801,0.003698867,0.002845803,0.0004328481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003919872,"about_ca_system_score_gemma":0.002469935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005913537,"about_ca_topic_score_gemma":0.01264846,"domain_scores_codex":[0.9965196,0.00194894,0.0001121261,0.0001495435,0.0005145367,0.000755259],"domain_scores_gemma":[0.9851846,0.009404205,0.001431431,0.0008872348,0.0009120259,0.002180517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001311339,0.02745423,0.2511191,0.0005802641,0.0001270302,0.06880006,0.3805005,0.003513693,0.003938606,0.05469603,0.00525907,0.2027002],"study_design_scores_gemma":[0.0005481878,0.003271866,0.1377461,0.000521358,0.0001553913,0.0274163,0.7449921,0.01341057,0.007761595,0.01574663,0.04823327,0.0001965966],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893785,0.0001221111,0.001022324,0.000504479,0.00001610461,0.0001113285,0.00001558928,0.000008532533,0.008820941],"genre_scores_gemma":[0.9966175,0.0001284732,0.0008691561,0.00006585316,0.00001020148,0.00007042692,0.0000119445,0.000004087217,0.002222399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006826047,"threshold_uncertainty_score":0.02844077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2324438413386114,"score_gpt":0.3942401774423895,"score_spread":0.1617963361037781,"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."}}