{"id":"W2106940971","doi":"10.1108/jea-07-2014-0080","title":"Conceptualizing social justice: interviews with principals","year":2015,"lang":"en","type":"article","venue":"Journal of Educational Administration","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sociology; Qualitative research; Originality; Context (archaeology); Public relations; Economic Justice; Diversity (politics); Value (mathematics); Social psychology; Psychology; Political science; 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":[0.001095766,0.00007196049,0.0001304942,0.00007168453,0.0002233722,0.00008755168,0.0001429164,0.00004638156,0.0002810872],"category_scores_gemma":[0.0008589932,0.00005944237,0.00004849271,0.0001812984,0.0002091941,0.0003683343,0.000005670053,0.0001431673,0.00002233016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002253922,"about_ca_system_score_gemma":0.003625238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001951821,"about_ca_topic_score_gemma":0.0002625754,"domain_scores_codex":[0.9987596,0.0002334226,0.0003391051,0.00007862533,0.0004608552,0.0001283749],"domain_scores_gemma":[0.9983359,0.0001832033,0.0004689642,0.00004302521,0.0008010141,0.0001678663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001521871,0.000600603,0.01160417,0.00003004362,0.0000838276,0.000002221772,0.6564816,0.00001037493,0.00002481523,0.2458962,0.08319279,0.001921184],"study_design_scores_gemma":[0.0004834654,0.0003204354,0.01987141,0.00004946058,0.000109611,0.00003059703,0.7193065,0.000001467172,0.00004193865,0.003632718,0.2560033,0.000149071],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4301689,0.0007740323,0.0004841964,0.5224412,0.002647565,0.0002186231,0.000003066484,0.00001606961,0.04324632],"genre_scores_gemma":[0.992772,0.00001275617,0.001326829,0.0005842476,0.003128688,0.000006726531,0.000004660865,0.000005447276,0.002158659],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5626031,"threshold_uncertainty_score":0.6431017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3259677539823027,"score_gpt":0.4881442953842804,"score_spread":0.1621765414019777,"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."}}