{"id":"W4414820706","doi":"10.22230/ijepl.2025v21n3a1517","title":"System-School Alignment in Support of Teacher Leadership: An Australian Case Study","year":2025,"lang":"en","type":"article","venue":"International Journal of Education Policy and Leadership","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Custodians; Data collection; Principal (computer security); Focus group; Coherence (philosophical gambling strategy); Focus (optics); Educational leadership","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.005124986,0.0004108491,0.0005593696,0.001067299,0.01343493,0.002942652,0.001515734,0.002125056,0.001667493],"category_scores_gemma":[0.01428413,0.0004229556,0.0003484057,0.002081221,0.004393127,0.001829444,0.003907933,0.002416412,0.0002694784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006650027,"about_ca_system_score_gemma":0.006168787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0691583,"about_ca_topic_score_gemma":0.1338814,"domain_scores_codex":[0.9904723,0.006892488,0.000246075,0.000328658,0.0007729759,0.001287478],"domain_scores_gemma":[0.9933472,0.002920449,0.001049123,0.0004216979,0.000979433,0.001282154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007991715,0.0006476222,0.03196549,0.0002583854,0.00001635142,0.02924413,0.9042597,0.0006800956,0.0009681385,0.01110336,0.001584006,0.01919282],"study_design_scores_gemma":[0.00002675252,0.0004041027,0.03293987,0.0002555604,0.0000336196,0.007607949,0.9264134,0.002005454,0.001106457,0.001436249,0.02773599,0.00003453806],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849628,0.000205035,0.00144773,0.00161932,0.00002291372,0.00009270426,0.00001528732,0.00001071571,0.01162358],"genre_scores_gemma":[0.9949418,0.0003794971,0.001620861,0.0001583466,0.00001033701,0.00005428432,0.000008695303,0.000006016016,0.002820248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0691583,"threshold_uncertainty_score":0.1375116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.204283540755596,"score_gpt":0.4623894695079521,"score_spread":0.2581059287523561,"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."}}