{"id":"W2899887433","doi":"10.11575/ajer.v64i3.56464","title":"The Tale of Two Urban School Principals: Barriers, Supports, and Rewards","year":2017,"lang":"en","type":"article","venue":"University of Calgary","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Christian Studies; University of Toronto","funders":"","keywords":"Narrative; Humanities; Passions; Narrative inquiry; Sociology; Pedagogy; Psychology; Political science; Art","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":[0.004755913,0.0005440844,0.0005576239,0.001033974,0.02006763,0.007712941,0.001066002,0.002026309,0.002316167],"category_scores_gemma":[0.007056238,0.0006835414,0.0002996984,0.0008333863,0.01186542,0.003952831,0.006228929,0.004866237,0.0004441614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003473552,"about_ca_system_score_gemma":0.004590174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008797468,"about_ca_topic_score_gemma":0.01836724,"domain_scores_codex":[0.9935849,0.0049794,0.0001114823,0.0003132979,0.0003857182,0.0006251606],"domain_scores_gemma":[0.99608,0.001221605,0.0005860274,0.0001598456,0.0006969934,0.001255563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003518377,0.00005936886,0.006604444,0.00008789894,0.000005381773,0.001679635,0.9699557,0.00006180524,0.0003471418,0.01196515,0.003938022,0.005260219],"study_design_scores_gemma":[0.000003696706,0.00004345791,0.001261497,0.00008196509,0.000004207566,0.0005417244,0.9669932,0.00006948748,0.0001464136,0.0008622825,0.02997688,0.00001514059],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.950328,0.00208593,0.003891978,0.0266026,0.0004522873,0.0001161243,0.00004477649,0.00004988989,0.01642849],"genre_scores_gemma":[0.9885051,0.001181805,0.001051709,0.001007969,0.00006925514,0.00006658709,0.00001400504,0.00002406384,0.008079457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02006763,"threshold_uncertainty_score":0.02520251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04263621999035182,"score_gpt":0.322355113862652,"score_spread":0.2797188938723001,"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."}}