{"id":"W7132950337","doi":"","title":"Promoting Social Justice and Inclusion: Reflecting on the Identities of Teacher Leaders to Drive Effective Teaching and Leadership Strategies","year":2025,"lang":"","type":"dissertation","venue":"TSpace","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Critical consciousness; Social justice; Grounded theory; Qualitative research; Identity (music); Social identity theory; Inclusion (mineral); Power (physics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006263539,0.0003553763,0.0002779594,0.001229562,0.02576903,0.0091342,0.001271749,0.001139082,0.002645778],"category_scores_gemma":[0.008154771,0.0002903903,0.0002621723,0.0006437657,0.01960996,0.005015048,0.009310751,0.00203804,0.0004239025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01185467,"about_ca_system_score_gemma":0.03121333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09852436,"about_ca_topic_score_gemma":0.2431247,"domain_scores_codex":[0.9906495,0.006023466,0.000117337,0.0003042656,0.001149946,0.001755493],"domain_scores_gemma":[0.9941065,0.001960058,0.0009409331,0.0003375899,0.0007959516,0.001858865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002134465,0.00005559035,0.009614876,0.00006831916,0.00000463995,0.000573746,0.9543467,0.0000645788,0.001445493,0.008674765,0.002087631,0.02304229],"study_design_scores_gemma":[0.000007803214,0.00005757953,0.01017159,0.0001746591,0.0000103185,0.0001760061,0.9208067,0.000174945,0.0008231582,0.005551339,0.06202724,0.00001862831],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8805974,0.001227824,0.009207441,0.0182023,0.0002474132,0.0001496286,0.00001931079,0.0001043085,0.09024451],"genre_scores_gemma":[0.9930528,0.0003531215,0.001358592,0.000448402,0.00002762498,0.00003691234,0.00000762821,0.00002078415,0.004694211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09852436,"threshold_uncertainty_score":0.1959018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2250759853386708,"score_gpt":0.4932366670585435,"score_spread":0.2681606817198727,"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."}}