{"id":"W4391486246","doi":"10.5194/egusphere-2023-2748-ac4","title":"Reply on CC1","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Signaling Pathways in Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Environment Research Council; Rheinische Friedrich-Wilhelms-Universität Bonn; Natural Sciences and Engineering Research Council of Canada; British Geological Survey; Deutsche Forschungsgemeinschaft","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.00261946,0.0007649631,0.0009885767,0.001311634,0.002743846,0.003704571,0.002664324,0.02080007,0.1437131],"category_scores_gemma":[0.02757664,0.0005321154,0.001057416,0.0009027506,0.0019899,0.003685158,0.002660298,0.01788135,0.1003162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003638961,"about_ca_system_score_gemma":0.003511483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009768375,"about_ca_topic_score_gemma":0.01343394,"domain_scores_codex":[0.9977753,0.0003052688,0.0002624478,0.0003693573,0.0009561414,0.0003315213],"domain_scores_gemma":[0.9899137,0.002656608,0.0003702077,0.0004539883,0.004891208,0.001714323],"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":[0.000007306115,0.000002227332,0.00002989493,0.00001162981,8.542092e-7,0.00003989123,0.000007024694,0.000002875891,0.00001704721,0.0001791177,0.9981664,0.00153577],"study_design_scores_gemma":[0.00001125181,0.000006346931,0.0002486933,0.00005111381,0.000002345839,0.00007168702,0.000053011,0.00002568368,0.00004928715,0.0004770071,0.9989912,0.00001247987],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001671576,0.001101377,0.000172784,0.7832288,0.1979363,0.00008340782,0.000605339,0.0003258847,0.01637898],"genre_scores_gemma":[0.001962986,0.0008520199,0.0002234578,0.8144121,0.07647798,0.0001331226,0.000289256,0.0002011929,0.105448],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1437131,"threshold_uncertainty_score":0.4807681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02736700455124156,"score_gpt":0.3203029521439812,"score_spread":0.2929359475927397,"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."}}