{"id":"W4404065929","doi":"10.1080/00461520.2024.2418400","title":"Prioritizing equitable social outcomes with and for diverse readers: A conceptual framework for the development and use of justice-based reading assessment","year":2024,"lang":"en","type":"article","venue":"Educational Psychologist","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge; Concordia University","funders":"","keywords":"Reading (process); Psychology; Conceptual framework; Social justice; Economic Justice; Engineering ethics; Sociology; Social science; Criminology; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.08296223,0.001566915,0.001112171,0.01283734,0.01014889,0.01885319,0.00613902,0.006259821,0.002924832],"category_scores_gemma":[0.06183028,0.0008884574,0.001340318,0.004137374,0.08837219,0.01838556,0.01623076,0.008848986,0.0006498131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01714592,"about_ca_system_score_gemma":0.03178329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01285153,"about_ca_topic_score_gemma":0.01652629,"domain_scores_codex":[0.9295856,0.05312606,0.003669753,0.004410289,0.006885792,0.002322459],"domain_scores_gemma":[0.9376232,0.03786192,0.005227859,0.005115687,0.009842495,0.004328764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006462683,0.00004810545,0.0009987848,0.0001367645,0.000009476754,0.00007362131,0.03591761,0.0005599534,0.0001913372,0.9452155,0.0009737044,0.01586871],"study_design_scores_gemma":[0.00001611743,0.00004320019,0.0009819887,0.0007898222,0.00002154135,0.0001045957,0.01896967,0.001928338,0.000467205,0.9441642,0.03246538,0.00004798962],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02814559,0.003163387,0.720553,0.0718834,0.0004637583,0.002281823,0.0001818072,0.0004196253,0.1729077],"genre_scores_gemma":[0.4894342,0.001141382,0.4988492,0.002636528,0.0001066784,0.002945906,0.0001054446,0.0001392041,0.004641421],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08296223,"threshold_uncertainty_score":0.4387515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4466726795371145,"score_gpt":0.5264696884254247,"score_spread":0.07979700888831026,"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."}}