{"id":"W4406525720","doi":"10.5194/egusphere-2024-2244-ac1","title":"Reply on RC1","year":2025,"lang":"en","type":"peer-review","venue":"","topic":"Urinary and Genital Oncology Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BGC Engineering (Canada)","funders":"","keywords":"Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003010006,0.00101339,0.001222143,0.001296407,0.003268314,0.004859211,0.003728164,0.02900366,0.1627663],"category_scores_gemma":[0.03150504,0.0007136668,0.001511929,0.001054575,0.002304409,0.004444682,0.002842026,0.02462092,0.134206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003709323,"about_ca_system_score_gemma":0.003861465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008226923,"about_ca_topic_score_gemma":0.009440057,"domain_scores_codex":[0.997107,0.0005181609,0.0003140381,0.0005478794,0.001051754,0.0004613038],"domain_scores_gemma":[0.9912441,0.002695561,0.0003202992,0.0005431955,0.003946858,0.001250015],"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":[0.000006351205,0.000002662249,0.00002450999,0.00001318198,0.000001076023,0.00004323579,0.000009326163,0.00000318658,0.00001400811,0.000204637,0.9979675,0.001710359],"study_design_scores_gemma":[0.00001065385,0.000007098682,0.0001687805,0.00006400761,0.000002644783,0.00007592369,0.00006794128,0.00001952902,0.00004990764,0.0004680037,0.9990553,0.00001022408],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001876911,0.001602179,0.0002194851,0.7786549,0.1881982,0.0001159794,0.000618028,0.0004543324,0.0299492],"genre_scores_gemma":[0.001746307,0.0008811542,0.00019045,0.8401164,0.05199709,0.0001637982,0.0002288393,0.0002159842,0.10446],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1627663,"threshold_uncertainty_score":0.5445074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05395180196750508,"score_gpt":0.3858380678085619,"score_spread":0.3318862658410568,"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."}}