{"id":"W4412636048","doi":"10.18192/aporia.v17i2.7522","title":"Diagnosing Injustice, Assembling Possibilities","year":2025,"lang":"en","type":"article","venue":"Aporia","topic":"Critical Race Theory in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Injustice; Engineering ethics; Political science; Engineering; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.008346794,0.001189521,0.001030511,0.005835464,0.008607227,0.01681969,0.002295156,0.004366694,0.01501131],"category_scores_gemma":[0.03994121,0.0006421308,0.0007098588,0.00171329,0.01917922,0.02030974,0.008425461,0.008627693,0.002851221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004359811,"about_ca_system_score_gemma":0.006518777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003600671,"about_ca_topic_score_gemma":0.00928599,"domain_scores_codex":[0.9953193,0.002380598,0.0003184295,0.0004149713,0.001137617,0.0004290756],"domain_scores_gemma":[0.9763959,0.01455456,0.002085954,0.001456959,0.003753229,0.001753445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000778929,0.0001065972,0.009479746,0.0007669037,0.00004388171,0.001296513,0.0712824,0.0002257717,0.000447555,0.1402766,0.559728,0.2162682],"study_design_scores_gemma":[0.000009666729,0.00005256374,0.004595882,0.002477541,0.0000346231,0.001796606,0.09175983,0.0003715674,0.0004567899,0.1853497,0.7130388,0.0000562536],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03162536,0.0782185,0.02908199,0.5966997,0.05029466,0.0004007138,0.0004970176,0.0007250809,0.212457],"genre_scores_gemma":[0.5053453,0.1300344,0.06392775,0.08672984,0.04948651,0.0007637215,0.001194836,0.001603978,0.1609137],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01681969,"threshold_uncertainty_score":0.05021781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01207977318590112,"score_gpt":0.4543852891679739,"score_spread":0.4423055159820728,"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."}}