{"id":"W2915257649","doi":"","title":"Principal as Gatekeeper - A Discussion Paper on Educational Leadership","year":2018,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Principal (computer security); Educational leadership; Political science; Psychology; Mathematics education; Engineering ethics; Pedagogy; Computer science; Engineering; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.03001283,0.0006157491,0.0005104747,0.001266761,0.02056658,0.01560095,0.002155856,0.009783483,0.00550378],"category_scores_gemma":[0.01910655,0.0004307291,0.0005372392,0.001592278,0.02131543,0.01726436,0.005963434,0.01143033,0.000945306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01146657,"about_ca_system_score_gemma":0.01191774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004764081,"about_ca_topic_score_gemma":0.008499557,"domain_scores_codex":[0.9696482,0.02489634,0.0003945527,0.001240724,0.001343395,0.002476764],"domain_scores_gemma":[0.9704877,0.02417853,0.001158654,0.0004294813,0.001756821,0.001988905],"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":[0.00005594883,0.00009751556,0.001179789,0.000191427,0.00000780642,0.0007527227,0.1176015,0.0001348441,0.0001984167,0.819062,0.04862591,0.01209203],"study_design_scores_gemma":[0.00004977095,0.0001008659,0.001081341,0.0007763043,0.00001551742,0.0002567254,0.182063,0.0003956649,0.0006614085,0.04821197,0.7663538,0.00003358549],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05120503,0.01421569,0.00799732,0.7843017,0.01036406,0.0001211331,0.00003356766,0.00004042413,0.1317211],"genre_scores_gemma":[0.9089118,0.009606976,0.001714981,0.03991822,0.003569607,0.0001398261,0.00002324373,0.00008839703,0.03602679],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03001283,"threshold_uncertainty_score":0.1587249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6109450884507374,"score_gpt":0.6371755886189217,"score_spread":0.02623050016818429,"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."}}