{"id":"W4398184931","doi":"10.4337/9781035323456","title":"Promoting Inclusion and Justice in University Teaching","year":2024,"lang":"en","type":"book","venue":"Edward Elgar Publishing eBooks","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Lunds Universitet","keywords":"Inclusion (mineral); Economic Justice; Sociology; Pedagogy; Mathematics education; Psychology; Political science; Social 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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003917616,0.0001977823,0.0002428186,0.0003220487,0.001254147,0.001454373,0.000516776,0.0004061174,0.00006265398],"category_scores_gemma":[0.001289414,0.0002237086,0.00007134829,0.00007512624,0.00024159,0.000730362,0.001208774,0.001324293,0.00002800944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001555113,"about_ca_system_score_gemma":0.001707016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003833159,"about_ca_topic_score_gemma":0.00824163,"domain_scores_codex":[0.9978823,0.0003697685,0.000250913,0.0005254385,0.000597419,0.0003741296],"domain_scores_gemma":[0.9990639,0.0003124902,0.0001164292,0.0002147059,0.00007577994,0.0002167153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009633141,0.00005400328,0.0001218515,0.0005531868,0.0000279831,0.00002873834,0.3967338,7.071962e-7,0.000003442236,0.2885235,0.2322785,0.08166463],"study_design_scores_gemma":[0.0001010645,0.00001218707,0.00003522377,0.0005893334,0.00006091098,8.625584e-7,0.007660306,0.00002286618,6.094432e-7,0.02682398,0.9644654,0.0002271865],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003213269,0.0001486836,0.000005776908,0.008732505,0.001884226,0.0003955824,0.0000104383,0.0002357146,0.9853738],"genre_scores_gemma":[0.02207399,0.00002420923,0.0002114699,0.0003935034,0.001196026,0.000003517343,0.00003373124,0.00003678849,0.9760268],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7321869,"threshold_uncertainty_score":0.9995822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02638267058092036,"score_gpt":0.2953454617698574,"score_spread":0.268962791188937,"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."}}