{"id":"W4415957091","doi":"10.1007/978-3-031-95827-4_5","title":"The Boot on Our Necks","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Female Genital Mutilation/Cutting Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Oppression; Empowerment; Narrative; Virginity test; Poverty; Politics; Test (biology); Childbirth","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002290854,0.0006711582,0.0003813739,0.0006090814,0.003079334,0.003179172,0.0006055482,0.00181747,0.1869265],"category_scores_gemma":[0.0008963246,0.0003600186,0.0003598999,0.0005028241,0.001394011,0.002201934,0.002159969,0.004034106,0.07441326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008622495,"about_ca_system_score_gemma":0.001195374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00487474,"about_ca_topic_score_gemma":0.02139437,"domain_scores_codex":[0.9997808,0.000052667,0.000005122375,0.00001924196,0.00009300131,0.00004914534],"domain_scores_gemma":[0.999845,0.00004485908,0.000006258101,0.00001389879,0.00003945409,0.00005043883],"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":[0.00001009554,0.00002919579,0.00005343593,0.00005815486,8.916819e-7,0.0001408585,0.0007562149,0.00004193394,0.0001983928,0.03980823,0.8960963,0.06280643],"study_design_scores_gemma":[0.000001038091,0.000004488438,0.00008634444,0.00007592364,5.286169e-7,0.00008301739,0.0003227005,0.00001183538,0.00002400906,0.00170578,0.9976826,0.000001823287],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003677738,0.005724143,0.0005612732,0.00549558,0.0058775,0.00002070604,0.00004277432,0.00007226264,0.981838],"genre_scores_gemma":[0.001159794,0.001455917,0.0002235093,0.001590729,0.0004396824,0.000007507628,0.00001591089,0.00004613097,0.9950609],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1869265,"threshold_uncertainty_score":0.6253314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02590649492756245,"score_gpt":0.2982174766908384,"score_spread":0.2723109817632759,"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."}}