{"id":"W4402656409","doi":"10.1093/oso/9780198930983.001.0001","title":"Aesthetic Injustice","year":2024,"lang":"en","type":"book","venue":"","topic":"Social Issues and Sustainability","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Injustice; Aesthetics; Sociology; Psychology; Art; Social psychology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005711296,0.0001313937,0.0002035277,0.00005082033,0.0002816397,0.000156821,0.0002455046,0.0004241013,0.002810916],"category_scores_gemma":[0.0001571111,0.0001205633,0.000153317,0.0001026062,0.0004203668,0.00004537162,0.00006941181,0.0003215593,0.001765265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007558962,"about_ca_system_score_gemma":0.001836615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00341558,"about_ca_topic_score_gemma":0.003040201,"domain_scores_codex":[0.9988285,0.0000821767,0.0001496771,0.0002666113,0.0003928106,0.0002802671],"domain_scores_gemma":[0.9994667,0.00006451832,0.00003276535,0.0001791761,0.0001414661,0.0001153535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[8.609414e-7,0.000005184221,0.000001794862,0.00004802475,0.00000346456,0.000017335,0.01150391,6.379187e-8,5.589077e-9,0.636566,0.3424669,0.009386448],"study_design_scores_gemma":[0.00001044545,0.000008376773,0.000001002758,0.00001942023,0.0000418652,1.71489e-7,0.00572893,8.029665e-7,2.574377e-8,0.3097185,0.6843636,0.0001068265],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002666587,0.001732459,0.000007751676,0.003875719,0.0009753187,0.0002837054,0.000004529152,0.0002970769,0.9927968],"genre_scores_gemma":[0.001074518,0.0002418978,0.00003912115,0.000262218,0.001028048,0.00001042468,0.000006268767,0.00002502237,0.9973125],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3418968,"threshold_uncertainty_score":0.999012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01823802810761677,"score_gpt":0.3492971758770724,"score_spread":0.3310591477694557,"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."}}