{"id":"W4410977176","doi":"10.18733/cpi29765","title":"Disrupting Ableism: Education with, by and for Learners with Disability as Equity and Social Justice Education","year":2025,"lang":"en","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of British Columbia","funders":"","keywords":"Ableism; Social justice; Equity (law); Economic Justice; Sociology; Social equality; Gender studies; Psychology; Criminology; Political science; 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":[0.01290356,0.001212919,0.001662911,0.001687871,0.008439017,0.02342776,0.002763317,0.01379843,0.09606269],"category_scores_gemma":[0.04293844,0.0007663461,0.001161828,0.00105224,0.006450528,0.01702256,0.0156541,0.02201331,0.03664029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003383795,"about_ca_system_score_gemma":0.01574189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002565689,"about_ca_topic_score_gemma":0.007537326,"domain_scores_codex":[0.9896291,0.003069274,0.0007307905,0.0008743257,0.004298348,0.001398135],"domain_scores_gemma":[0.9551649,0.01104889,0.001871248,0.001410151,0.008725494,0.02177938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.000006175236,0.00001416091,0.00004420637,0.00007941818,0.000001546053,0.00004557485,0.0002969542,0.00000535227,0.0000235846,0.002303975,0.9884452,0.008733877],"study_design_scores_gemma":[0.000006337704,0.00002410282,0.0003307443,0.0003786382,0.000003781696,0.00009893323,0.001932674,0.00001849694,0.00004007271,0.003578359,0.9935703,0.00001764233],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.000461506,0.01523235,0.0003880938,0.4447238,0.4925161,0.0000915846,0.0001213585,0.0001469005,0.04631824],"genre_scores_gemma":[0.01036763,0.02491167,0.001206139,0.2196069,0.3652917,0.0004107361,0.0002941563,0.000668438,0.3772426],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09606269,"threshold_uncertainty_score":0.3213617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4556453219674146,"score_gpt":0.5544510896804581,"score_spread":0.09880576771304345,"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."}}