{"id":"W4415300241","doi":"10.5194/egusphere-2025-3999-ac2","title":"Reply on CC1","year":2025,"lang":"","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":"","keywords":"Deep water; North Atlantic Deep Water; Biogeochemical cycle; Water mass; Current (fluid); Estuary; Deep sea","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00206845,0.0008896226,0.00105517,0.001240791,0.002785459,0.00370865,0.00291869,0.02211001,0.2307902],"category_scores_gemma":[0.02252785,0.0005851358,0.001244514,0.0008551609,0.001922608,0.003461145,0.002754415,0.01874587,0.1482447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003232624,"about_ca_system_score_gemma":0.00275402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007224565,"about_ca_topic_score_gemma":0.009702303,"domain_scores_codex":[0.998253,0.0003027401,0.0001869651,0.0003072848,0.0006395947,0.0003102846],"domain_scores_gemma":[0.9939476,0.001933881,0.0002461691,0.000311674,0.00246131,0.001099279],"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":[0.000008727712,0.000002295076,0.00002568853,0.00001131524,8.341693e-7,0.00004364996,0.000006354386,0.000003212326,0.00001294408,0.0001942143,0.9979904,0.00170049],"study_design_scores_gemma":[0.00001441591,0.000007129905,0.0002016281,0.00006410047,0.000002310333,0.00007931014,0.00005420137,0.00002709808,0.00004920447,0.0004872069,0.999003,0.0000104557],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002153824,0.001668895,0.0002260055,0.7329387,0.225613,0.0001235327,0.0008520203,0.0005342974,0.0378281],"genre_scores_gemma":[0.002592092,0.001096085,0.0002072936,0.7566015,0.07822791,0.0001735285,0.0003850439,0.000262414,0.1604544],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7692099,"threshold_uncertainty_score":0.77207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02109303689008538,"score_gpt":0.3147512983192323,"score_spread":0.2936582614291469,"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."}}