{"id":"W2695087874","doi":"10.32920/21757916.v1","title":"Education for Whom?: Exploring Systems of Oppression and Domination","year":2022,"lang":"en","type":"article","venue":"","topic":"Indigenous and Place-Based Education","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Christian Studies; University of Toronto","funders":"","keywords":"Oppression; Articulation (sociology); Sociology; Context (archaeology); Action (physics); Argument (complex analysis); Gender studies; Epistemology; Political science; Law; Politics; Geography; Philosophy","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":[0.0007363495,0.00002600075,0.00004633146,0.00005767698,0.001006098,0.00003298258,0.00004635292,0.00001487785,0.00007453265],"category_scores_gemma":[0.00004375083,0.00002623338,0.00001239255,0.00008641285,0.00002205496,0.0001393679,0.000009450516,0.00002434398,4.37856e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001588831,"about_ca_system_score_gemma":0.0007516036,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009801733,"about_ca_topic_score_gemma":0.0002854147,"domain_scores_codex":[0.9995305,0.00009016678,0.00008972891,0.00007317136,0.0001358437,0.00008061789],"domain_scores_gemma":[0.9996839,0.0001009928,0.00006685422,0.00004433515,0.00007865579,0.00002532585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007928563,0.0003584902,0.01110982,0.0002126618,0.00001213559,5.499195e-8,0.419454,0.0005094412,0.002710135,0.4619375,0.008444121,0.09517229],"study_design_scores_gemma":[0.0004146232,0.0002084073,0.003954913,0.0000557995,0.00002765327,0.000001130085,0.5390851,0.0008435845,0.002475587,0.004191989,0.448529,0.0002122286],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876174,0.0002559302,0.0006001428,0.0003607945,0.001431098,0.0005094602,0.000006120101,0.00001518613,0.009203837],"genre_scores_gemma":[0.9963876,0.00003232572,0.0002442418,0.0000180903,0.0001563436,0.0003411681,0.00001929443,0.000003157299,0.002797767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4577456,"threshold_uncertainty_score":0.9967921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06165224528436207,"score_gpt":0.3284768900843307,"score_spread":0.2668246447999686,"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."}}