{"id":"W7037622343","doi":"","title":"Educational Leadership Supporting Faculty-Motivated Professional Development in Teaching and Experiential Learning","year":2021,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Botany and Plant Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Experiential learning; Transformational leadership; Professional development; Variety (cybernetics); Institution; Corporate governance; Higher education; Leadership development; Educational leadership","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":[0.00951181,0.0002063806,0.0002111694,0.001155117,0.007169656,0.009323481,0.00125983,0.0009500812,0.008567095],"category_scores_gemma":[0.01689434,0.0002506053,0.0003488438,0.001091783,0.005833785,0.001809134,0.006297384,0.001388771,0.001901341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01976596,"about_ca_system_score_gemma":0.1630976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0936818,"about_ca_topic_score_gemma":0.3894366,"domain_scores_codex":[0.9887666,0.00417934,0.0003006317,0.0003910517,0.003933656,0.002428654],"domain_scores_gemma":[0.975977,0.003456682,0.002708704,0.002057592,0.006111218,0.009688834],"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":[0.00006163746,0.001088055,0.05064161,0.001246276,0.00004631916,0.0005494533,0.04614469,0.000884753,0.006487722,0.09907763,0.09595826,0.6978136],"study_design_scores_gemma":[0.00009880367,0.0004151123,0.1257435,0.00180683,0.0000790553,0.0003242773,0.06100084,0.001847766,0.007048428,0.02678548,0.7747703,0.00007966888],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1924725,0.001644901,0.02560094,0.0926808,0.0006528607,0.001817464,0.0002129286,0.0006271349,0.6842905],"genre_scores_gemma":[0.9147889,0.001475416,0.02676883,0.002396787,0.0001091762,0.0003930105,0.00008929476,0.00007280051,0.05390569],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0936818,"threshold_uncertainty_score":0.186273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1477676690934799,"score_gpt":0.3243217153876931,"score_spread":0.1765540462942132,"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."}}