{"id":"W4379142742","doi":"10.5194/egusphere-2023-870-rc1","title":"Comment on egusphere-2023-870","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fisheries and Oceans Canada; Natural Sciences and Engineering Research Council of Canada; National Oceanic and Atmospheric Administration","keywords":"Ocean gyre; Environmental science; Sea surface temperature; Climatology; Atmospheric sciences; Meteorology; Geography; Geology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001404159,0.0006684414,0.0006894272,0.001058141,0.002216033,0.00336585,0.001691404,0.01283032,0.4219691],"category_scores_gemma":[0.009795465,0.0003474061,0.001031409,0.001195499,0.0009928789,0.002577505,0.001999743,0.006973972,0.26263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002268227,"about_ca_system_score_gemma":0.00243735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02951821,"about_ca_topic_score_gemma":0.04045181,"domain_scores_codex":[0.9988771,0.00008063596,0.00008713713,0.0001160766,0.0006089488,0.0002301003],"domain_scores_gemma":[0.9967538,0.0005862938,0.000141886,0.0002770025,0.001713259,0.0005277031],"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":[0.00001561061,0.000005356717,0.00005869661,0.00002165374,9.10262e-7,0.00003640772,0.000005635678,0.000005582421,0.00003181992,0.0003529168,0.9971433,0.002322099],"study_design_scores_gemma":[0.00001548638,0.000006988105,0.0003379973,0.00005257023,0.00000146781,0.00001275212,0.00002882897,0.00001673822,0.00007794104,0.0002807054,0.9991617,0.000006751821],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0007616923,0.00112383,0.0008174483,0.3143964,0.2991778,0.000580997,0.0183477,0.004319745,0.3604743],"genre_scores_gemma":[0.003988371,0.0007971921,0.0005265684,0.2909788,0.03628634,0.0003397372,0.005080607,0.001472613,0.6605298],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4219691,"threshold_uncertainty_score":0.8244909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01874956200469603,"score_gpt":0.2537402662661755,"score_spread":0.2349907042614794,"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."}}