{"id":"W4388478946","doi":"10.5194/egusphere-2023-1553-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":"Simon Fraser University","funders":"Marine Environmental Observation Prediction and Response Network","keywords":"Diel vertical migration; Ocean acidification; Shellfish; Oceanography; Phytoplankton; Alkalinity; Environmental science; Seawater; Aquaculture; Water column; Carbonate; Environmental chemistry; Fishery; Ecology; Chemistry; Nutrient; Biology; Aquatic animal; Geology; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002519254,0.000957704,0.001131813,0.001204249,0.003075136,0.00421202,0.003636612,0.02383066,0.1686932],"category_scores_gemma":[0.02537718,0.0006487488,0.001335076,0.0009101353,0.002259335,0.004176818,0.002978827,0.02414769,0.1348139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003870612,"about_ca_system_score_gemma":0.004138594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01287663,"about_ca_topic_score_gemma":0.01650379,"domain_scores_codex":[0.9977037,0.0003664015,0.0002399866,0.0004231472,0.0008937802,0.000372963],"domain_scores_gemma":[0.9921321,0.00180861,0.0002982614,0.0004546565,0.00384113,0.001465185],"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":[0.000005437863,0.000002534278,0.00002700326,0.00001106777,9.7489e-7,0.0000472264,0.000008246053,0.000002916288,0.00001260287,0.000169289,0.9977703,0.00194247],"study_design_scores_gemma":[0.000007531547,0.000005918636,0.0001625317,0.00005279093,0.00000192264,0.00007493051,0.00006520782,0.00001427018,0.00003623903,0.0003112241,0.9992589,0.000008493342],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001840028,0.001802144,0.0002278031,0.7538387,0.2143701,0.0001010099,0.0005143035,0.00046305,0.0284988],"genre_scores_gemma":[0.001746285,0.001109815,0.0002341993,0.8172946,0.05337282,0.0001374841,0.0002249995,0.0002050006,0.1256748],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8313068,"threshold_uncertainty_score":0.564335,"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."}}