{"id":"W4416308763","doi":"10.5194/egusphere-2025-3172-rc2","title":"Comment on egusphere-2025-3172","year":2025,"lang":"","type":"preprint","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; Climate change; Gulf Stream; Global warming; Climate system; 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":[0.001831471,0.0008164941,0.000822899,0.00124449,0.002698117,0.003138593,0.001857029,0.02084151,0.3433972],"category_scores_gemma":[0.01268907,0.0004319062,0.0010194,0.00127245,0.00138923,0.002422313,0.002215127,0.009502816,0.2427912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002555031,"about_ca_system_score_gemma":0.00217342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0224591,"about_ca_topic_score_gemma":0.02111814,"domain_scores_codex":[0.9985026,0.0001127832,0.0001202583,0.0001668365,0.0008023502,0.0002951656],"domain_scores_gemma":[0.9962996,0.001030787,0.0001769688,0.0003124305,0.00153177,0.0006485023],"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":[0.00002334176,0.000007821455,0.0000552516,0.00001911344,0.000001071422,0.00005806415,0.000007944269,0.000005887857,0.00004216484,0.0004351264,0.9973061,0.00203801],"study_design_scores_gemma":[0.00002502938,0.00001137181,0.000475999,0.00005806423,0.000001908331,0.00002086994,0.00003546637,0.00002651282,0.00009439695,0.0005157983,0.9987256,0.000008984054],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009000303,0.0009097389,0.0007062973,0.4240538,0.2816093,0.0005475381,0.009846213,0.003863713,0.2775633],"genre_scores_gemma":[0.00464566,0.0005877441,0.0003801453,0.4397866,0.04360377,0.0003482063,0.002991429,0.001070615,0.5065858],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3433972,"threshold_uncertainty_score":0.9365641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01810854036181213,"score_gpt":0.235007408738835,"score_spread":0.2168988683770229,"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."}}