{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002570962,0.00008125616,0.00008493994,0.00002580779,0.0007872989,0.0000211457,0.0005976817,0.0001551028,0.001511952],"category_scores_gemma":[0.00001445443,0.0000529075,0.00006758713,0.00008151767,0.0002543091,0.00005272993,0.00003647944,0.0001727409,0.00007029637],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001005344,"about_ca_system_score_gemma":0.009399134,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6181574,"about_ca_topic_score_gemma":0.952048,"domain_scores_codex":[0.9991537,0.00008114727,0.00008536302,0.0001225238,0.000343059,0.0002141971],"domain_scores_gemma":[0.9994493,0.00005743204,0.0001132322,0.0002143097,0.00007281662,0.00009287793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001229221,0.000008087561,0.00058813,0.000008083114,0.0000433248,5.313844e-7,0.06102792,0.00000426165,1.202978e-7,0.7574782,0.1798867,0.0009533932],"study_design_scores_gemma":[0.00002319321,0.000001609487,0.01390311,0.00003858247,0.00001369531,8.398818e-8,0.01842683,2.880974e-7,0.000004535627,0.006831992,0.9606758,0.00008023001],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00008697181,0.0005750366,0.000001721718,0.01298925,0.000348883,0.0001984904,0.000004312386,0.00001090912,0.9857844],"genre_scores_gemma":[0.1231185,0.0002023656,0.000009450342,0.0005400229,0.0001114835,9.972099e-7,0.000001293635,0.000005656645,0.8760102],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7807891,"threshold_uncertainty_score":0.9994008,"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."}}