{"id":"W4389111136","doi":"10.55016/ojs/ajer.v67i3.69959","title":"Uplifting School Leadership—Enabling Structures and Processes: The Seven Powers of the Townsend/Adams Approach","year":2021,"lang":"en","type":"article","venue":"Alberta Journal of Educational Research","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Townsend; Power (physics); Sociology; Pedagogy; Humanities; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.01465703,0.0006281976,0.0003621833,0.004051582,0.01435315,0.01746029,0.002700268,0.002725579,0.00298387],"category_scores_gemma":[0.0163762,0.0006780241,0.0004707726,0.001798304,0.06842417,0.01155129,0.01287748,0.005186824,0.0004873461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02381477,"about_ca_system_score_gemma":0.03989416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07291398,"about_ca_topic_score_gemma":0.1427723,"domain_scores_codex":[0.9782336,0.01516179,0.0004201242,0.0008536288,0.0036267,0.001703994],"domain_scores_gemma":[0.980517,0.01274657,0.001418109,0.001102641,0.00165218,0.002563598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001631497,0.00003796414,0.001592743,0.0001144034,0.000005321623,0.0002526646,0.1327152,0.0003695163,0.0001439158,0.8341514,0.00180748,0.02879295],"study_design_scores_gemma":[0.00002874676,0.00007440489,0.003343689,0.0007176901,0.00002517607,0.0003492107,0.2164961,0.001072602,0.000559293,0.5063803,0.2708892,0.00006368801],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.1107451,0.0104485,0.1179143,0.1040298,0.0006802824,0.0004483777,0.00003784113,0.0002450687,0.6554507],"genre_scores_gemma":[0.9523686,0.003658488,0.0209638,0.00158391,0.00009951831,0.0001853636,0.00001025056,0.00004090686,0.02108905],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.07291398,"threshold_uncertainty_score":0.172789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3233745086794028,"score_gpt":0.4607887744680521,"score_spread":0.1374142657886493,"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."}}