{"id":"W4404677917","doi":"10.5194/egusphere-2024-2853-cc1","title":"Comment on egusphere-2024-2853","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Memorial University of Newfoundland","funders":"","keywords":"Seawater; Alkalinity; Abiotic component; Oceanography; Environmental science; Dissolved organic carbon; Surface water; Carbonate; Total inorganic carbon; Ocean acidification; Sea surface temperature; Nutrient; Environmental chemistry; Carbon dioxide; Chemistry; Geology; Ecology; Biology; Environmental engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004884403,0.0003183887,0.0004104701,0.0001031316,0.00009071493,0.0001048759,0.0003097383,0.0001697621,0.153834],"category_scores_gemma":[0.00006625737,0.0001883576,0.0002061059,0.0002401617,0.00005937949,0.00003321334,0.0000161135,0.0004691509,0.02561372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008763617,"about_ca_system_score_gemma":0.0001207015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008288738,"about_ca_topic_score_gemma":0.0007034874,"domain_scores_codex":[0.9982642,0.0001648222,0.0003054643,0.0004821795,0.0005126084,0.0002707282],"domain_scores_gemma":[0.9988592,0.0004054737,0.0000857721,0.00045141,0.00004198434,0.0001561531],"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":[0.00001200819,0.00001315391,0.00002271042,0.001404025,0.00004096788,0.0000248152,0.000005572694,0.00001649536,6.717215e-8,0.0001851739,0.9453897,0.05288532],"study_design_scores_gemma":[0.00005026247,0.0001754582,0.0003292487,0.002093353,0.00008744807,0.000008568142,0.00000823906,0.0002246633,0.000005222506,0.00009930679,0.9966425,0.0002757598],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.000008284772,0.08642631,0.00001043662,0.468957,0.008847428,0.0005167239,0.001121594,0.0001391115,0.4339731],"genre_scores_gemma":[0.0001403244,0.009097952,0.0001249146,0.09178051,0.0005295619,0.000002949673,0.002048134,0.00001066342,0.896265],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4622919,"threshold_uncertainty_score":0.9751449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02999658246946322,"score_gpt":0.281735402739938,"score_spread":0.2517388202704747,"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."}}