{"id":"W1974290568","doi":"10.1080/01626620.2011.627032","title":"Social Justice in Preservice and Graduate Education: A Reflective Narrative Analysis","year":2012,"lang":"en","type":"article","venue":"Action in Teacher Education","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Accreditation; Teacher education; Social justice; Narrative; Pedagogy; Narrative inquiry; Economic Justice; Sociology; Higher education; 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":[0.0008328045,0.00008515506,0.000139159,0.0004336589,0.0003851452,0.00003745064,0.00007985392,0.0001178833,0.0001206419],"category_scores_gemma":[0.0002873981,0.00009926051,0.00003353685,0.00149608,0.0000916158,0.0005440195,0.000009705328,0.0002807385,0.000009824002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009654554,"about_ca_system_score_gemma":0.0009882036,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01871999,"about_ca_topic_score_gemma":0.01252841,"domain_scores_codex":[0.9986594,0.000521371,0.0001869341,0.00020077,0.000189205,0.0002422735],"domain_scores_gemma":[0.9994643,0.0001111604,0.0001122057,0.0000849038,0.0001191022,0.0001083308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001515338,0.001004314,0.1254467,0.00001659043,0.00002362651,2.832513e-8,0.8421991,0.000002402552,0.00001495961,0.005875113,0.003998754,0.02140333],"study_design_scores_gemma":[0.00006326398,0.000007279706,0.4601652,0.000006525579,0.0001035036,2.601852e-7,0.5194057,0.000005285302,0.000002850469,0.001192087,0.01895399,0.00009407535],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9397037,0.0005166957,0.00001795575,0.006665579,0.001679737,0.0001686041,3.567432e-7,0.00003032892,0.05121705],"genre_scores_gemma":[0.9927505,0.00006146698,0.0002337924,0.0002421889,0.001612459,0.000155311,0.00001258659,0.000007373925,0.004924362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3347186,"threshold_uncertainty_score":0.9878144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2448197288291337,"score_gpt":0.5159223249552437,"score_spread":0.27110259612611,"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."}}