{"id":"W2137828937","doi":"10.1108/09578230810908325","title":"Programs for school principal preparation in East Europe","year":2008,"lang":"en","type":"article","venue":"Journal of Educational Administration","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Leadership development; Accreditation; Experiential learning; Originality; Trainer; Management development; Principal (computer security); Process (computing); Value (mathematics); Medical education; Psychology; Pedagogy; Public relations; Political science; Computer science; Medicine; Creativity","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007005541,0.00006815528,0.0001087616,0.0001227395,0.000218717,0.0000480685,0.0001219569,0.00004912099,0.0001481666],"category_scores_gemma":[0.001656628,0.00006658788,0.00005923735,0.0002691293,0.0001216242,0.0004192322,0.000003559897,0.0001213882,0.00001643177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001831808,"about_ca_system_score_gemma":0.003641892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000263102,"about_ca_topic_score_gemma":0.000633797,"domain_scores_codex":[0.9988889,0.0001308053,0.0004210073,0.00009913638,0.0003164994,0.0001437158],"domain_scores_gemma":[0.9987047,0.0001570077,0.0003382792,0.0000547822,0.0006207278,0.0001245265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006182748,0.003561008,0.6186436,0.00005272545,0.00007217863,0.000003982354,0.2656057,0.00005353062,0.0001934472,0.07887533,0.02888958,0.003430641],"study_design_scores_gemma":[0.0009628687,0.0007454227,0.7024778,0.0000855038,0.00002963256,0.00007671993,0.06027704,0.0000184651,0.00008768596,0.003246966,0.2317356,0.0002563627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8702282,0.0002139685,0.0001715075,0.1216833,0.0009436258,0.0004755014,0.000001738941,0.000009072053,0.006273065],"genre_scores_gemma":[0.9922765,0.00004215522,0.002551524,0.0001281746,0.001533046,0.00004492908,0.00001499604,0.000005810328,0.00340286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2053287,"threshold_uncertainty_score":0.646056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1993823667114146,"score_gpt":0.4420897933875127,"score_spread":0.2427074266760981,"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."}}