{"id":"W246652692","doi":"10.1177/105678791102000203","title":"A Descriptive Examination and Synthesis of Leadership Succession","year":2011,"lang":"en","type":"article","venue":"International Journal of Educational Reform","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nipissing University","funders":"","keywords":"Succession planning; Economic shortage; Context (archaeology); Educational leadership; Happening; Public relations; Ecological succession; Political science; Sociology; Pedagogy; Government (linguistics); Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006153152,0.0002768314,0.0004119451,0.007171461,0.003738323,0.00386046,0.0007440716,0.0003515733,0.006681436],"category_scores_gemma":[0.02371941,0.0002256832,0.00029305,0.01102534,0.002541344,0.00268,0.002034512,0.0009950835,0.0006079635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006083678,"about_ca_system_score_gemma":0.009702193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01313354,"about_ca_topic_score_gemma":0.02324223,"domain_scores_codex":[0.9965692,0.001629337,0.0004759296,0.0002772583,0.0006522679,0.0003960667],"domain_scores_gemma":[0.9881892,0.007306162,0.0009697187,0.0005689895,0.002651386,0.0003145353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002387269,0.0001946352,0.03327838,0.005012851,0.00003215427,0.001273395,0.5785612,0.0003738498,0.001517512,0.1753431,0.03143827,0.172736],"study_design_scores_gemma":[0.000009782219,0.000120151,0.0380212,0.002202143,0.00002175513,0.0005630302,0.5863889,0.0003369066,0.0009354864,0.008634924,0.3627407,0.00002495049],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5995595,0.01861563,0.02363776,0.01572487,0.002002558,0.002860804,0.009385074,0.0001807016,0.3280332],"genre_scores_gemma":[0.9326884,0.01252317,0.01461799,0.001814649,0.0003427765,0.002180291,0.004269896,0.0001142687,0.03144844],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01313354,"threshold_uncertainty_score":0.0441404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2590383854477964,"score_gpt":0.3982861377907977,"score_spread":0.1392477523430012,"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."}}