{"id":"W1532679855","doi":"10.1108/jea-03-2012-0027","title":"Leadership for a new vision of public school classrooms","year":2014,"lang":"en","type":"article","venue":"Journal of Educational Administration","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Distributed leadership; Educational leadership; School district; Public relations; Relevance (law); Principal (computer security); Focus group; Instructional leadership; Pedagogy; Teacher leadership; Sociology; Professional development; Qualitative research; Mathematics education; Political science; Leadership style; Psychology; Shared leadership; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003531727,0.0003167662,0.0002264048,0.001066385,0.008069747,0.01214065,0.001527341,0.0008943498,0.004722686],"category_scores_gemma":[0.00336902,0.0001852134,0.0002769391,0.0007045151,0.02007913,0.004609056,0.005208308,0.003363541,0.0005724404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01842966,"about_ca_system_score_gemma":0.03278548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0989292,"about_ca_topic_score_gemma":0.1771419,"domain_scores_codex":[0.995012,0.002029055,0.00008912341,0.0005348935,0.001220211,0.001114811],"domain_scores_gemma":[0.9963811,0.0003904484,0.0002981045,0.0005110602,0.001068831,0.001350403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006321669,0.0002642092,0.01517135,0.0002552808,0.00002464281,0.0005438071,0.2444952,0.001276445,0.00276194,0.5370082,0.0213288,0.1768068],"study_design_scores_gemma":[0.00005610784,0.000205865,0.02300834,0.0004194357,0.00003118803,0.0003928677,0.2591429,0.001055525,0.001053137,0.08533671,0.6292422,0.00005571789],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3241056,0.004051001,0.05018441,0.05946613,0.000752179,0.0002684021,0.00009544598,0.000719514,0.5603574],"genre_scores_gemma":[0.9816383,0.0003330182,0.003324445,0.0008163395,0.00005316205,0.00002482244,0.00001746613,0.0000321901,0.01376036],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0989292,"threshold_uncertainty_score":0.1967067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1128309397451883,"score_gpt":0.4065148874194916,"score_spread":0.2936839476743033,"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."}}