{"id":"W2111093146","doi":"10.4172/1488-5069.1000050","title":"Who's the Expert...?","year":2003,"lang":"en","type":"article","venue":"Journal of Sexual & Reproductive Medicine","topic":"Sexual Differentiation and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006821259,0.0001093197,0.0001728183,0.00004811405,0.00006845054,0.000007552625,0.0001541571,0.00004641409,0.0001434617],"category_scores_gemma":[0.001721385,0.00005950847,0.00003373329,0.0001128944,0.0001968265,0.000005663639,0.00001941502,0.0001327745,0.000003531745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001049232,"about_ca_system_score_gemma":0.00005672216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008056812,"about_ca_topic_score_gemma":0.000002526652,"domain_scores_codex":[0.9989694,0.0001353054,0.000297054,0.0002091466,0.0002611713,0.0001279175],"domain_scores_gemma":[0.9990236,0.00002185079,0.0002354978,0.0003336458,0.0003162686,0.0000691521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002590992,0.0001976478,0.003424598,0.00001285564,0.0002490477,0.000008478972,0.003019588,0.00003513319,0.8283058,0.00120137,0.1525427,0.01074367],"study_design_scores_gemma":[0.003047838,0.004586665,0.02105097,0.00003670889,0.0001137034,0.0005327257,0.02832525,0.000003930659,0.1466412,0.001299257,0.7940634,0.0002983419],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743828,0.01126488,0.002366322,0.005758381,0.001245079,0.0001315131,9.272745e-7,0.000004767376,0.004845332],"genre_scores_gemma":[0.9934893,0.0002085509,0.0001091045,0.001417028,0.001676859,0.000002348451,0.000006985061,0.00001311947,0.003076749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6816646,"threshold_uncertainty_score":0.2426685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0241817290035619,"score_gpt":0.3065457662197428,"score_spread":0.2823640372161809,"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."}}