{"id":"W2565358648","doi":"","title":"Promoting Inclusion in Urban Contexts: Elementary Principal Leadership","year":2011,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Principal (computer security); Educational leadership; Instructional leadership; Mathematics education; Pedagogy; Sociology; Political science; Psychology; Gender studies; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006706167,0.0001697673,0.0003054314,0.00008571697,0.0005931439,0.00001118925,0.0005085157,0.0002666469,0.01171402],"category_scores_gemma":[0.00007247911,0.0002294248,0.0001078472,0.00009886947,0.0001868297,0.0003846205,0.0001724017,0.0002665588,0.00001803457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007373423,"about_ca_system_score_gemma":0.0003642495,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5308804,"about_ca_topic_score_gemma":0.9143494,"domain_scores_codex":[0.9985155,0.0002921022,0.0001412026,0.0002983196,0.0004063848,0.0003465168],"domain_scores_gemma":[0.999251,0.00005472099,0.0003151423,0.0001597826,0.0001149155,0.0001044072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008068137,0.0001321022,0.00600546,0.0001319582,0.00004009428,0.00000384026,0.9589316,3.263399e-8,0.00003559876,0.0007264527,0.0004682903,0.03344395],"study_design_scores_gemma":[0.0003159204,0.00004085922,0.167653,0.0002165934,0.00004124834,5.062995e-8,0.8231403,0.000001321776,0.00001379625,0.00003757212,0.008352335,0.0001869634],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6676376,0.00513931,0.000003866951,0.009860951,0.0008388004,0.0008359191,0.000007448834,0.0001153641,0.3155607],"genre_scores_gemma":[0.9600678,0.0003239033,0.0001838457,0.00005340562,0.0001065076,0.000001055599,0.00007454841,0.00001354139,0.03917536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.383469,"threshold_uncertainty_score":0.9891894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1068544209035072,"score_gpt":0.346491812493164,"score_spread":0.2396373915896567,"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."}}