{"id":"W2721443528","doi":"10.1108/jea-07-2016-0075","title":"Picking a hill to die on: discreet activism, leadership and social justice in education","year":2017,"lang":"en","type":"article","venue":"Journal of Educational Administration","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Christian Studies; University of Toronto","funders":"","keywords":"Credibility; Public relations; Originality; Power (physics); Value (mathematics); Sociology; Educational leadership; Qualitative research; Economic Justice; Political science; Qualitative property; Pedagogy; Social science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001007862,0.00009275668,0.000139306,0.0001815482,0.0008052994,0.0002861485,0.0002187788,0.00006852712,0.00007164106],"category_scores_gemma":[0.001987597,0.00009244157,0.00004464276,0.00007174721,0.0001693816,0.000559776,0.00001229536,0.0002265672,0.00001049187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002540416,"about_ca_system_score_gemma":0.001964044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001041744,"about_ca_topic_score_gemma":0.0022492,"domain_scores_codex":[0.9988391,0.0001898984,0.0003120847,0.0001396505,0.0003470993,0.0001721397],"domain_scores_gemma":[0.9987123,0.0003494855,0.0004808379,0.00009624068,0.0002295086,0.00013162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000333568,0.002543041,0.141628,0.0001385681,0.00006981595,0.000003491014,0.4845066,0.00000676937,0.0001964484,0.2862476,0.03259368,0.05173248],"study_design_scores_gemma":[0.0002049766,0.0001315541,0.7405242,0.0001031241,0.00003345418,0.000005345649,0.2266361,7.230801e-7,0.00003222398,0.002150625,0.03004862,0.0001289913],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4040524,0.0001079751,0.00001585793,0.5881506,0.001333876,0.0001284369,0.00000160386,0.000003183273,0.006206123],"genre_scores_gemma":[0.9931062,0.00002377572,0.0003797059,0.00169107,0.0029062,0.0000150408,0.000003448462,0.000006784664,0.001867792],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5988962,"threshold_uncertainty_score":0.6193793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2415147720120248,"score_gpt":0.466114748678343,"score_spread":0.2245999766663182,"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."}}