{"id":"W2971691000","doi":"10.1515/9780773585911","title":"Leadership Under Fire: The Challenging Role of the Canadian University President","year":2011,"lang":"en","type":"book","venue":"","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Public administration; Management; Economics","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":[0.005065475,0.0005435282,0.0005556414,0.00122714,0.05762496,0.01996673,0.002182783,0.005377968,0.004212019],"category_scores_gemma":[0.007766215,0.0004944147,0.0004204321,0.002258243,0.02227444,0.004993596,0.003019021,0.01149275,0.001171931],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1162724,"about_ca_system_score_gemma":0.154637,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9570483,"about_ca_topic_score_gemma":0.9832121,"domain_scores_codex":[0.9919919,0.001851892,0.00005949433,0.0003358724,0.002232845,0.003527916],"domain_scores_gemma":[0.9942074,0.0009232895,0.0001274028,0.0001029874,0.001970187,0.002668772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003327641,0.00002739463,0.001273873,0.00007275866,0.00001069358,0.0008184608,0.1001937,0.0002074996,0.0002488421,0.2322994,0.6372919,0.02752221],"study_design_scores_gemma":[0.00000684817,0.00001432535,0.001090798,0.0001369641,0.000008981565,0.0001869386,0.05688541,0.0001433159,0.000141297,0.005397894,0.9359337,0.00005347083],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02568477,0.02932215,0.00120416,0.5478233,0.009390956,0.00005398584,0.00007259886,0.0001259207,0.3863221],"genre_scores_gemma":[0.5684111,0.02395716,0.001489435,0.09347638,0.001646763,0.00006831954,0.00005614273,0.0003326621,0.310562],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8837276,"threshold_uncertainty_score":0.8436191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0641570743742168,"score_gpt":0.2413401965204777,"score_spread":0.1771831221462609,"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."}}