{"id":"W4234650532","doi":"10.32920/ryerson.14646654.v1","title":"Anti-FGM discourses as constructed by NGOS in the Maasai community in Kenya","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Female Genital Mutilation/Cutting Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Centre for Social Innovation","funders":"","keywords":"Maasai; Patriarchy; Gender studies; Sociology; Colonialism; Political science; Socioeconomics; 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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0008150205,0.0003450909,0.0007419414,0.0002217772,0.00009217209,0.0001292976,0.0004959579,0.0003746794,0.0007885074],"category_scores_gemma":[0.0009161747,0.0002560214,0.0001243729,0.0004146172,0.0002980281,0.0000734421,0.0006833146,0.002592147,0.00004010141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000127643,"about_ca_system_score_gemma":0.0003523578,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01002389,"about_ca_topic_score_gemma":0.002231571,"domain_scores_codex":[0.9973558,0.0008587936,0.0006146434,0.0003778246,0.0004590022,0.0003339293],"domain_scores_gemma":[0.9977794,0.0005651474,0.000164606,0.001284148,0.0001309422,0.00007580448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001184546,0.00173307,0.9566411,0.001116471,0.0002105477,0.0005274194,0.02497756,0.0001456406,0.004521174,0.0007804249,0.006662413,0.002565668],"study_design_scores_gemma":[0.002472393,0.0001729564,0.8903859,0.002479681,0.0002020336,0.0003580515,0.09278477,0.0006525532,0.00694428,0.001602407,0.001204423,0.0007405186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9575402,0.0008147438,0.00002208239,0.004325484,0.0002553632,0.0009848585,0.00003969835,0.0000921,0.03592552],"genre_scores_gemma":[0.995424,0.0001081952,0.001155507,0.001024142,0.00007550378,0.00005886607,0.000937736,0.00003585268,0.001180144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06780721,"threshold_uncertainty_score":0.9999892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03009769439459164,"score_gpt":0.3315990333331564,"score_spread":0.3015013389385648,"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."}}