{"id":"W4416557858","doi":"10.5590/jerap.2025.15.2165","title":"Tensions and Transformations: Equity, Diversity, and Inclusion in a Diverse Urban School Division","year":2025,"lang":"","type":"article","venue":"Journal of Educational Research and Practice","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Inclusion (mineral); Race (biology); Focus group; Resource (disambiguation); Diversity (politics); Division (mathematics); Professional development; Grounded theory","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00815562,0.0002687479,0.0005917219,0.001896351,0.03605133,0.009603518,0.002255884,0.001060882,0.001836291],"category_scores_gemma":[0.01268791,0.0003453721,0.0002487907,0.003139967,0.0268005,0.003986549,0.01714393,0.002875158,0.0000977552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05698844,"about_ca_system_score_gemma":0.08446708,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7387125,"about_ca_topic_score_gemma":0.8738542,"domain_scores_codex":[0.9869477,0.005783914,0.0002789273,0.001230627,0.002300789,0.003458009],"domain_scores_gemma":[0.9903499,0.002618385,0.001378314,0.0005907865,0.001457892,0.003604726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004487131,0.0001575921,0.1100998,0.00007967983,0.00001714272,0.0004531125,0.8321756,0.0001714056,0.0004858999,0.01164204,0.001232922,0.04343998],"study_design_scores_gemma":[0.000005874165,0.00004460086,0.05633434,0.0001000519,0.000009124673,0.00005486947,0.9285236,0.0001682442,0.0002286186,0.003064438,0.01144521,0.00002111061],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876814,0.0002480043,0.0005999488,0.004446105,0.0000190086,0.00003780729,0.00001856085,0.000008279119,0.00694088],"genre_scores_gemma":[0.9987092,0.00009909162,0.0003095932,0.0003211064,0.000003628622,0.00001487647,0.000008296831,0.000003671532,0.0005306254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7387125,"threshold_uncertainty_score":0.5256525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4087910510254533,"score_gpt":0.5618940142862343,"score_spread":0.153102963260781,"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."}}