{"id":"W4399281668","doi":"10.1007/978-3-031-55688-3_15","title":"Examining Leadership Practices of Secondary School Principals in Kenya Through a Decolonizing Framework","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Christian Studies; University of Toronto","funders":"","keywords":"Educational leadership; Sociology; Pedagogy; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001049989,0.0001539527,0.0001682464,0.000986658,0.005471034,0.0018677,0.0007101393,0.0003064493,0.001544859],"category_scores_gemma":[0.00152273,0.0002134066,0.00008847056,0.001358441,0.00190869,0.0009749305,0.001492058,0.0009795784,0.0001422907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004435672,"about_ca_system_score_gemma":0.007134695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08805588,"about_ca_topic_score_gemma":0.4064513,"domain_scores_codex":[0.9994024,0.0002637749,0.00001605028,0.00004451562,0.00006443186,0.0002087674],"domain_scores_gemma":[0.9991494,0.0002751356,0.0001894803,0.00001773706,0.0001673844,0.0002008651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001463847,0.0003500416,0.3947491,0.0003051083,0.00001337218,0.001033622,0.4822232,0.0002733961,0.002715261,0.02034943,0.00325664,0.0945844],"study_design_scores_gemma":[0.00001013124,0.000195331,0.3978062,0.0002827875,0.00001278181,0.0001916858,0.5884341,0.0001959951,0.0004281138,0.0007240772,0.01170505,0.00001382823],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844184,0.0005151115,0.0001341706,0.0004361542,0.00000857487,0.00003443145,0.00003005555,0.000001453213,0.01442172],"genre_scores_gemma":[0.9941711,0.0005666403,0.0004145133,0.00008181633,0.000002473235,0.00004150491,0.00002849967,0.00000171162,0.004691804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08805588,"threshold_uncertainty_score":0.1750867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4795393873615059,"score_gpt":0.4505695632552408,"score_spread":0.02896982410626514,"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."}}