{"id":"W4233537492","doi":"10.1007/s10508-017-1066-6","title":"Hung Jury","year":2017,"lang":"en","type":"letter","venue":"Archives of Sexual Behavior","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Jury; Psychology; Public health; Sexual behavior; Criminology; Social psychology; Law; Medicine; Political science; Nursing","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":[0.000103612,0.0003865055,0.0006144193,0.0003779663,0.0002638148,0.00005569184,0.001236099,0.0006957404,0.000962462],"category_scores_gemma":[0.00003366703,0.0003926672,0.0001668732,0.00003933712,0.0006407723,0.00008713397,0.0002144602,0.001906521,0.0009050538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001818702,"about_ca_system_score_gemma":0.0001570979,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006984726,"about_ca_topic_score_gemma":0.0001117069,"domain_scores_codex":[0.9975477,0.0002140378,0.0005374853,0.000644923,0.0003158634,0.0007399341],"domain_scores_gemma":[0.9972219,0.0002783082,0.0005634605,0.001776945,0.00003005766,0.0001292906],"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":[0.00002505248,0.000170444,0.02160675,0.001073665,0.00006824805,0.0007682561,0.001049673,1.200289e-8,0.000213932,0.0001910515,0.9151042,0.05972875],"study_design_scores_gemma":[0.0005439895,0.0004197983,0.4303969,0.00003986675,0.0008893227,0.0001026585,0.00004256225,1.126986e-7,0.00001121183,0.0004310676,0.5666253,0.0004971699],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2340444,0.002561581,0.00001647789,0.3268814,0.01152609,0.001639659,0.002168801,0.0002439889,0.4209176],"genre_scores_gemma":[0.01408719,0.00027765,0.000538422,0.154947,0.02445771,0.0004443489,0.001622753,0.0003509979,0.8032739],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4087902,"threshold_uncertainty_score":0.9999508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07253981511407338,"score_gpt":0.4031056141928886,"score_spread":0.3305657990788152,"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."}}