{"id":"W4401442236","doi":"10.1080/03075079.2024.2388274","title":"A systematic review of the conceptualization, interpretation, and implementation of shared governance in post-secondary contexts","year":2024,"lang":"en","type":"review","venue":"Studies in Higher Education","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Conceptualization; Higher education; Corporate governance; Interpretation (philosophy); Pedagogy; Systematic review; Sociology; Political science; Psychology; Computer science; Management; MEDLINE","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001234357,0.0001782717,0.001016358,0.000121983,0.00007660328,0.00002283644,0.0002414073,0.00007282362,0.0003783877],"category_scores_gemma":[0.0006938747,0.0001267424,0.0001230425,0.0008921201,0.0002316808,0.0002133682,0.0000849842,0.0001849153,0.000004833267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004980413,"about_ca_system_score_gemma":0.001613171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007164229,"about_ca_topic_score_gemma":0.001215536,"domain_scores_codex":[0.9969548,0.001016709,0.001353274,0.0002462367,0.000304632,0.000124357],"domain_scores_gemma":[0.9977676,0.0004151707,0.001170468,0.0002401696,0.0003843499,0.0000222335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[8.141941e-7,0.0000499694,0.00007494967,0.8933135,0.0001668617,1.284956e-7,0.04323749,6.19056e-8,3.691512e-8,0.02964718,0.004660189,0.02884887],"study_design_scores_gemma":[0.00007625754,0.00001758836,0.0008428001,0.7338953,0.0009741794,7.077694e-7,0.0246013,6.104976e-8,1.232201e-7,0.0004222389,0.2390252,0.0001442494],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002398548,0.9926645,2.856839e-7,0.001251804,0.002297099,0.002533512,0.00005043738,0.000006882549,0.001171541],"genre_scores_gemma":[0.003455721,0.9935555,0.00002231771,0.0002583177,0.00006817029,0.001036348,0.00004098642,0.00001517023,0.00154743],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.234365,"threshold_uncertainty_score":0.5168403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08422399682669653,"score_gpt":0.4836459270758174,"score_spread":0.3994219302491209,"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."}}