{"id":"W4406093626","doi":"10.5194/egusphere-2024-3625-rc2","title":"Comment on egusphere-2024-3625","year":2025,"lang":"en","type":"peer-review","venue":"","topic":"Climate variability and models","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Social Fund; Agencia Estatal de Investigación; European Climate, Infrastructure and Environment Executive Agency; European Commission","keywords":"Ocean gyre; Boundary current; Mesoscale meteorology; Geology; Advection; Ocean current; Oceanography; Climatology; Current (fluid); Mixing (physics); Salinity; High resolution; Temperature salinity diagrams; Mixed layer; Thermohaline circulation; Physics; Remote sensing; Subtropics","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":[0.001739112,0.001094747,0.001057021,0.001654004,0.002842149,0.004268188,0.002179998,0.01284423,0.5811718],"category_scores_gemma":[0.009941346,0.0005099552,0.001293959,0.00179473,0.001217751,0.002406834,0.002478508,0.006963459,0.4334561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00271129,"about_ca_system_score_gemma":0.002260973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02353051,"about_ca_topic_score_gemma":0.02569876,"domain_scores_codex":[0.9986675,0.000101942,0.0001020561,0.0001511157,0.000699761,0.0002776386],"domain_scores_gemma":[0.9958212,0.0008234985,0.0001764622,0.0004777132,0.001990573,0.0007105754],"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":[0.00002612222,0.000009385893,0.00004033161,0.00002663724,0.000001297437,0.00003187592,0.000004839468,0.000008300419,0.00004894238,0.0002832958,0.9964025,0.003116421],"study_design_scores_gemma":[0.00002871151,0.00001130296,0.000393665,0.00007302969,0.000001697876,0.00001164959,0.00002367657,0.00003226555,0.0001019097,0.0002959912,0.9990168,0.000009284833],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0007373072,0.0008709361,0.000831275,0.1782191,0.3309405,0.000703306,0.01561135,0.006398378,0.4656878],"genre_scores_gemma":[0.003278404,0.0006421711,0.0004679038,0.1740726,0.04281347,0.0004012064,0.004926774,0.001937511,0.7714599],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5811718,"threshold_uncertainty_score":0.5974076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0380409074502181,"score_gpt":0.3011640315768074,"score_spread":0.2631231241265893,"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."}}