{"id":"W4283815159","doi":"10.5194/os-2022-18-ec2","title":"Comment on os-2022-18","year":2022,"lang":"en","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":"","funders":"Christian-Albrechts-Universität zu Kiel; Natural Environment Research Council; European Commission","keywords":"Ocean gyre; Oceanography; Geology; Outflow; Subtropics; North Atlantic Deep Water; Water mass; Climatology; Thermohaline circulation","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":[],"consensus_categories":[],"category_scores_codex":[0.001928248,0.0009976684,0.0009738958,0.0009395105,0.00174142,0.004069266,0.001905919,0.02157088,0.07127226],"category_scores_gemma":[0.008182111,0.0004351184,0.001439735,0.001254408,0.001097642,0.002294851,0.00157637,0.01307141,0.06600239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00258408,"about_ca_system_score_gemma":0.004544099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02779845,"about_ca_topic_score_gemma":0.03028123,"domain_scores_codex":[0.9985089,0.00008927037,0.0001720656,0.000172401,0.0006505515,0.0004068283],"domain_scores_gemma":[0.9967979,0.0005981328,0.0001902248,0.0002624067,0.001562459,0.0005889051],"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":[0.00008894448,0.00001993107,0.0002729056,0.00009100192,0.000004034238,0.0001567191,0.00002053659,0.00002946903,0.0001559227,0.001237439,0.9932711,0.00465215],"study_design_scores_gemma":[0.00002601902,0.00001770238,0.001711472,0.0001343009,0.000004731467,0.00003786483,0.00005859671,0.00003954301,0.0001347404,0.0006823727,0.9971347,0.00001801723],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.001775071,0.003291169,0.000780822,0.2876577,0.4261128,0.0007047149,0.01837686,0.001629021,0.2596718],"genre_scores_gemma":[0.00784388,0.001698043,0.0006688004,0.5533408,0.06007875,0.000762356,0.004690055,0.0004271465,0.3704902],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07127226,"threshold_uncertainty_score":0.2384294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03031764931878302,"score_gpt":0.2574031679260553,"score_spread":0.2270855186072723,"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."}}