{"id":"W4388478975","doi":"10.5194/egusphere-2023-1553-ac2","title":"Reply on RC2","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; Alkalinity; Phytoplankton; Oceanography; Environmental science; Seawater; Water column; Aquaculture; Carbonate; Environmental chemistry; Ecology; Fishery; 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":[0.002130125,0.0009486864,0.001026346,0.001074404,0.002834653,0.004105147,0.003214303,0.02073339,0.1671671],"category_scores_gemma":[0.01993276,0.0005817572,0.001257772,0.0007885999,0.002021489,0.003829097,0.002724547,0.02188613,0.1309531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00335008,"about_ca_system_score_gemma":0.00347299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0111596,"about_ca_topic_score_gemma":0.01511718,"domain_scores_codex":[0.9980325,0.0003038344,0.0001898475,0.00037248,0.0007932175,0.0003081271],"domain_scores_gemma":[0.9941152,0.001303722,0.0002209958,0.0003734546,0.00277266,0.001213955],"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":[0.000006529333,0.000002940084,0.00002971648,0.00001055938,0.000001121838,0.00005460211,0.000007712261,0.000003503483,0.00001559939,0.0001830515,0.9976191,0.00206549],"study_design_scores_gemma":[0.000007659698,0.000005541425,0.0001544581,0.00004120974,0.000001832654,0.00006951283,0.00005575502,0.00001594487,0.0000389431,0.0002914887,0.99931,0.000007585065],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002313036,0.001803663,0.000259925,0.7017772,0.2607081,0.0001102082,0.0005519175,0.0005404309,0.0340172],"genre_scores_gemma":[0.002068411,0.001109594,0.000253811,0.7661965,0.06409954,0.0001446834,0.0002339698,0.0002487816,0.1656447],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8328329,"threshold_uncertainty_score":0.5592296,"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."}}