{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002815031,0.0006216703,0.0005592939,0.001101751,0.003939733,0.004155151,0.001357875,0.005108267,0.2277646],"category_scores_gemma":[0.01505846,0.0004383154,0.000460641,0.0004829308,0.00139938,0.003961517,0.002568532,0.005904835,0.1332397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001500422,"about_ca_system_score_gemma":0.004144582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004673231,"about_ca_topic_score_gemma":0.01249975,"domain_scores_codex":[0.9975907,0.0007258037,0.000152686,0.0003440051,0.0007056292,0.0004811189],"domain_scores_gemma":[0.981763,0.001112551,0.000481051,0.0003717222,0.005954185,0.01031758],"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":[0.00001400775,0.00002159304,0.0004961341,0.00008010082,0.000003782704,0.00043604,0.0004363795,0.00001135335,0.0001810791,0.0004247077,0.9636202,0.03427462],"study_design_scores_gemma":[0.00001019097,0.0000202821,0.0007706473,0.0003632509,0.000008997012,0.002254619,0.004015592,0.00004196041,0.0001022374,0.00102209,0.9913639,0.00002624889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003049882,0.01290696,0.003972106,0.7499201,0.1035108,0.0001282791,0.0003668418,0.001452608,0.1246924],"genre_scores_gemma":[0.02297739,0.01331951,0.004239697,0.3368146,0.02217769,0.0001587981,0.0003158607,0.0006551055,0.5993415],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2277646,"threshold_uncertainty_score":0.7619485,"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."}}