{"id":"W4417344343","doi":"10.5194/egusphere-2025-3172-ac1","title":"Reply on EC1","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; Global warming; Climate system; Ecosystem; Sea level; Seawater","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":[0.002720552,0.0007004514,0.0009170924,0.0009541492,0.002661787,0.003605504,0.002518892,0.02545912,0.0892352],"category_scores_gemma":[0.02432669,0.000528254,0.001063268,0.000924785,0.001657952,0.002812284,0.002233001,0.01920802,0.05991645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00365542,"about_ca_system_score_gemma":0.003768543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01146341,"about_ca_topic_score_gemma":0.01395748,"domain_scores_codex":[0.9978669,0.0003745958,0.0002433154,0.0003546458,0.0007884345,0.0003721418],"domain_scores_gemma":[0.9928817,0.002665666,0.0003034033,0.0003745475,0.002810418,0.0009642915],"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":[0.00001364533,0.000002953434,0.00004537799,0.00001594221,0.000001610538,0.0000530973,0.000009115308,0.000004121235,0.0000267309,0.0002846511,0.9979891,0.001553648],"study_design_scores_gemma":[0.00001695557,0.000008665816,0.0004171803,0.00006653306,0.000003825643,0.00006220221,0.00005710696,0.00002840016,0.00008512305,0.0005929345,0.9986482,0.00001283231],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002343103,0.001233245,0.0001448688,0.8684918,0.1140612,0.0000694572,0.0007148212,0.0002033089,0.01484687],"genre_scores_gemma":[0.002012403,0.0006654473,0.0001438686,0.909862,0.02909335,0.0001054253,0.0002367238,0.0001221188,0.05775874],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9107648,"threshold_uncertainty_score":0.2985215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01782543960050114,"score_gpt":0.2531401613904327,"score_spread":0.2353147217899315,"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."}}