{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001531579,0.0002206963,0.000835382,0.00008963794,0.00005600367,0.000002137326,0.00008360539,0.0001742101,0.001992876],"category_scores_gemma":[0.0003599675,0.0001490901,0.0002302888,0.0001297798,0.00006088467,0.000008434752,0.000103163,0.0004828786,0.0007274594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006057573,"about_ca_system_score_gemma":0.0002114881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003211797,"about_ca_topic_score_gemma":0.00001877471,"domain_scores_codex":[0.9990179,0.00003030214,0.0002569236,0.000342148,0.0001865126,0.0001662103],"domain_scores_gemma":[0.9991322,0.0001565011,0.0000623857,0.0004637776,0.0001304347,0.00005471812],"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":[0.00005537252,0.000142966,0.00002036195,0.003715428,0.0002905787,0.000207096,0.000004773298,1.045677e-8,1.970717e-7,0.0001997984,0.9856923,0.009671074],"study_design_scores_gemma":[0.0003041526,0.001166694,0.0002252802,0.005119319,0.0008314078,0.00004556895,0.000006949939,1.065006e-7,0.000007809396,0.00005569948,0.9921181,0.0001189618],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00000355637,0.05822372,0.000001054297,0.3760076,0.001383041,0.0003402377,0.0000282817,0.00005500226,0.5639575],"genre_scores_gemma":[0.0000109895,0.01951742,0.0001082216,0.2093607,0.0004072215,0.00005117294,0.0002302707,0.000007971999,0.7703061],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2063486,"threshold_uncertainty_score":0.9989194,"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."}}