{"id":"W4411405045","doi":"10.1017/9781009592963","title":"After Equality","year":2025,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"African Sexualities and LGBTQ+ Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Identity (music); Gender studies; Lesbian; Scholarship; Sociology; Ethnography; Identity politics; Legislation; Power (physics); Politics; Intersectionality; Political science; Law; Anthropology; Aesthetics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003499144,0.0002838848,0.0004351114,0.000142418,0.0005463166,0.00009966511,0.0007470276,0.0005188571,0.00004520809],"category_scores_gemma":[0.0000389033,0.0003483462,0.0002303842,0.00002721433,0.0008197096,0.0001032213,0.000425207,0.0004181707,0.00002291564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007635668,"about_ca_system_score_gemma":0.001344036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006215312,"about_ca_topic_score_gemma":0.0001903657,"domain_scores_codex":[0.9980154,0.0003644691,0.00018791,0.0004908881,0.00047035,0.0004709544],"domain_scores_gemma":[0.9987089,0.0002025079,0.0001673475,0.0004978504,0.0002013998,0.0002219734],"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":[0.0000448677,0.000007645501,0.000005306238,0.00007655514,0.00005881915,0.00007235327,0.002189688,7.712885e-8,1.793259e-7,0.6437081,0.3532069,0.0006294698],"study_design_scores_gemma":[0.0001737458,0.00001689309,0.00001661455,0.0001252953,0.0001425646,2.47322e-7,0.003482275,8.41237e-7,0.000003743147,0.00003456995,0.9956341,0.0003690545],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00007985793,0.0003685881,0.0001209932,0.00008409671,0.0004894389,0.0003871281,0.0005131752,0.0002166832,0.99774],"genre_scores_gemma":[0.0008442246,0.0001404935,0.00004116632,0.000222916,0.000504924,0.00000207781,0.00004452411,0.00001887153,0.9981808],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6436735,"threshold_uncertainty_score":0.9998968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03018520218069974,"score_gpt":0.2643303641438045,"score_spread":0.2341451619631048,"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."}}