{"id":"W4379654697","doi":"10.5194/essd-2022-460-ac1","title":"Reply on RC1","year":2023,"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":"Fisheries and Oceans Canada","funders":"","keywords":"Aragonite; Alkalinity; Oceanography; Carbonate; Plankton; Salinity; Estuary; Total inorganic carbon; Saturation (graph theory); Environmental science; Remineralisation; Ocean acidification; Carbon dioxide; Dissolved organic carbon; Geology; Chemistry; Climate change; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005578701,0.0001999586,0.000314836,0.000133382,0.00009190605,0.00004784148,0.0002896624,0.0001102508,0.02833068],"category_scores_gemma":[0.0003800676,0.0001216888,0.0001381563,0.0002754063,0.00004155499,0.0000293985,0.000007420057,0.000250642,0.03366718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002611535,"about_ca_system_score_gemma":0.00009170022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009816474,"about_ca_topic_score_gemma":0.0004058706,"domain_scores_codex":[0.9985987,0.000132133,0.0002375999,0.0003886817,0.0004205981,0.0002222798],"domain_scores_gemma":[0.9986719,0.0006014296,0.0001096814,0.0004593446,0.00004822181,0.0001093999],"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":[0.000008418066,0.000003956055,0.00006623616,0.0004528323,0.00001338271,0.00001703939,0.000002268415,0.00001909971,8.196891e-8,0.00001555608,0.9516471,0.04775405],"study_design_scores_gemma":[0.00003909759,0.0001022193,0.007503788,0.0008430363,0.00002401973,0.000004512473,0.000003051057,0.00009037193,0.000003946261,0.00003990215,0.9911609,0.0001851354],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00007872566,0.03242527,0.000007625706,0.2789452,0.01071672,0.0008759821,0.001756212,0.0006140153,0.6745803],"genre_scores_gemma":[0.0001031982,0.01441708,0.00004413818,0.0311841,0.0004890534,0.000001454441,0.002780139,0.000008829804,0.950972],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2763918,"threshold_uncertainty_score":0.9725575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04490407398019017,"score_gpt":0.2905778850236166,"score_spread":0.2456738110434265,"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."}}