{"id":"W4417344362","doi":"10.5194/egusphere-2025-3172-ac2","title":"Reply on RC1","year":2025,"lang":"","type":"peer-review","venue":"","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Sea surface temperature; Gulf Stream; Climate change; Climate system; Global warming; Sea level","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004055977,0.0008905835,0.001189408,0.001346486,0.00317583,0.004223648,0.003593364,0.03095948,0.07763845],"category_scores_gemma":[0.04253612,0.0006907188,0.001388267,0.001147587,0.002478838,0.003886931,0.002701801,0.02599338,0.06995625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004353508,"about_ca_system_score_gemma":0.004660969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01123939,"about_ca_topic_score_gemma":0.01225535,"domain_scores_codex":[0.9964113,0.0006689144,0.0004189528,0.0006137941,0.001379377,0.0005076762],"domain_scores_gemma":[0.9860871,0.004611588,0.0005861833,0.0008190856,0.00601317,0.001882743],"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":[0.000009379682,0.000002695283,0.00003930415,0.00001537457,0.000001783731,0.00005344955,0.00001039822,0.000004013621,0.00002123197,0.0002285876,0.998178,0.001435874],"study_design_scores_gemma":[0.00001579541,0.000008824988,0.0003617667,0.00007318332,0.000004666524,0.00009768851,0.00007181438,0.00002944301,0.00008712675,0.00061626,0.9986162,0.00001724953],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001504831,0.001092114,0.0001279736,0.8742739,0.1150685,0.00005645478,0.0003683528,0.0001846395,0.008677647],"genre_scores_gemma":[0.001696507,0.0006972955,0.0001523181,0.9135335,0.04601754,0.0001044155,0.0001637673,0.0001354763,0.03749919],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9223616,"threshold_uncertainty_score":0.2597265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01804298381302555,"score_gpt":0.2536944100064623,"score_spread":0.2356514261934368,"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."}}