{"id":"W4285223317","doi":"10.1007/978-3-030-81736-7_3","title":"Pictures Without FGM/C","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Female Genital Mutilation/Cutting Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Materials science","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008870937,0.0002997855,0.0004609665,0.0001839634,0.00008560007,0.00001613647,0.0001119616,0.0002164603,0.05925858],"category_scores_gemma":[0.00004923873,0.0002567769,0.0001847941,0.00002189072,0.00006917217,0.0000334897,0.0001329723,0.0005362346,0.000848992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001113033,"about_ca_system_score_gemma":0.0001045215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002554102,"about_ca_topic_score_gemma":0.00001333364,"domain_scores_codex":[0.9986195,0.000007502133,0.0002922498,0.0003788284,0.0005206979,0.0001812135],"domain_scores_gemma":[0.9991274,0.00004928704,0.0001198686,0.0005114471,0.00007707068,0.0001149354],"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":[0.0005689184,0.0001266384,0.006064512,0.0009068644,0.001302107,0.0009530645,0.001432494,0.00002446224,0.0005142711,0.7839503,0.1795577,0.02459871],"study_design_scores_gemma":[0.0003497409,0.0002350654,0.0006043387,0.00009683659,0.0002547268,0.0001394702,0.00002736362,0.0000178923,0.0001169944,0.004253479,0.9936294,0.0002747101],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003184557,0.001101113,0.0000198345,0.0007970267,0.0003501317,0.0004561221,0.0000191859,0.0003084903,0.9966297],"genre_scores_gemma":[0.03568892,0.00005438519,0.001875751,0.001173246,0.0005607917,0.00001369545,0.0002177526,0.0001148805,0.9603006],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8140717,"threshold_uncertainty_score":0.9999884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03028670132419486,"score_gpt":0.2826216551629275,"score_spread":0.2523349538387326,"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."}}