{"id":"W7132893803","doi":"","title":"The Influences of National and Organizational Cultures on Teacher Perceptions of Distributed Leadership","year":2013,"lang":"en","type":"article","venue":"Lehigh Preserve","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perception; Educational leadership; Context (archaeology); Distributed leadership; Organizational culture; School teachers; Qualitative research; Teacher leadership; Opposition (politics)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003053333,0.00005692034,0.00007575477,0.0000270906,0.0003320949,0.00004026736,0.0001791929,0.00005440807,0.0007482717],"category_scores_gemma":[0.001032908,0.00003828835,0.00002585603,0.0001928913,0.0006930477,0.0001389291,0.00002241081,0.00009275894,0.00002094733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002694501,"about_ca_system_score_gemma":0.00009376725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001078542,"about_ca_topic_score_gemma":0.0005925995,"domain_scores_codex":[0.9990545,0.0002028559,0.0001504488,0.00009502222,0.0003741288,0.0001230694],"domain_scores_gemma":[0.9990419,0.0003591785,0.00008798487,0.00006986598,0.0004008169,0.00004021678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001259017,0.0002328594,0.5265408,0.00003645665,0.0001106927,4.299092e-8,0.2576856,0.00004780887,0.0004684255,0.1279794,0.0863335,0.0005517857],"study_design_scores_gemma":[0.00008397643,0.00001518436,0.8062295,0.00001259644,0.000005348521,7.694539e-8,0.185355,0.000005831377,0.00006743683,0.003767869,0.00440704,0.00005012219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.871807,0.0005018489,0.00001619208,0.1187022,0.000107129,0.0002900162,0.00002713686,0.00003347202,0.008514908],"genre_scores_gemma":[0.9968842,0.00003805759,0.00004766769,0.0001359087,0.000111783,0.00002497277,0.00001203087,0.000003411846,0.002741914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2796887,"threshold_uncertainty_score":0.8193051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1256084655959601,"score_gpt":0.3794832315144515,"score_spread":0.2538747659184913,"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."}}