{"id":"W7047024021","doi":"","title":"ERIC ED547236: Teacher Perceptions of Principals' Leadership Qualities: A Mixed Methods Study","year":2007,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Superconducting and THz Device Technology","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transformational leadership; Sample (material); Leadership style; Perception; Instructional leadership; Test (biology); Multilevel model; Educational leadership","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":[0.01281631,0.0003097506,0.0005708239,0.002592508,0.004074071,0.002626291,0.0009328448,0.0007334477,0.003367777],"category_scores_gemma":[0.01173382,0.0008251246,0.0002757522,0.003790148,0.0007928635,0.001080257,0.001146863,0.0005605991,0.0008964604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004448812,"about_ca_system_score_gemma":0.008062651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08191445,"about_ca_topic_score_gemma":0.1729064,"domain_scores_codex":[0.9946826,0.003080128,0.0002943071,0.0003677142,0.0009863117,0.0005888972],"domain_scores_gemma":[0.98928,0.004893709,0.001219647,0.000600036,0.003139522,0.0008670561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009083973,0.003462615,0.6170681,0.0008833167,0.00005814501,0.001606745,0.2423634,0.0001387049,0.002173806,0.000700894,0.004857433,0.1257784],"study_design_scores_gemma":[0.0001988077,0.003319906,0.451308,0.0008327952,0.0001019437,0.0008355788,0.5151082,0.0005415356,0.002362154,0.0002534392,0.02508031,0.00005741313],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936506,0.0004234136,0.00100702,0.0002759156,0.00001812406,0.001033317,0.0006021426,0.00001487097,0.002974535],"genre_scores_gemma":[0.9749761,0.001547545,0.005905063,0.0008036413,0.00004569903,0.003860446,0.0006935913,0.0000255282,0.01214248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08191445,"threshold_uncertainty_score":0.1628753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02874517505158432,"score_gpt":0.2825206303517817,"score_spread":0.2537754553001974,"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."}}