{"id":"W4386967699","doi":"10.5194/egusphere-2023-1553-rc1","title":"Comment on egusphere-2023-1553","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":"University of British Columbia; Fisheries and Oceans Canada; Simon Fraser University","funders":"Marine Environmental Observation Prediction and Response Network","keywords":"Diel vertical migration; Ocean acidification; Shellfish; Alkalinity; Oceanography; Phytoplankton; Environmental science; Seawater; Water column; Environmental chemistry; Aquaculture; Carbonate; Ecology; Fishery; Chemistry; Nutrient; Aquatic animal; Biology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000639684,0.0002998016,0.00044634,0.0001103298,0.0001419659,0.00007252561,0.0004178509,0.0001775835,0.06758972],"category_scores_gemma":[0.0001844703,0.0001900178,0.0001856272,0.0003249177,0.00005732586,0.0000343448,0.00001684924,0.0003435129,0.03801425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007470525,"about_ca_system_score_gemma":0.0001019997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001701142,"about_ca_topic_score_gemma":0.001472906,"domain_scores_codex":[0.9981059,0.0002281563,0.000325935,0.0004395572,0.0005782462,0.0003221947],"domain_scores_gemma":[0.9983116,0.0008185478,0.0001438985,0.0005031048,0.00005608543,0.0001667374],"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":[0.00001292376,0.00001323566,0.00007507906,0.0006135428,0.00003082227,0.00001615683,0.000003537321,0.00003980604,7.70249e-8,0.00004838862,0.9580666,0.04107988],"study_design_scores_gemma":[0.00008540312,0.0001626463,0.003003838,0.001091277,0.00004142792,0.000003028341,0.00001051531,0.0001900611,0.000004319763,0.00005382757,0.9950793,0.0002743969],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00002654211,0.02532129,0.00001402616,0.5859468,0.008205108,0.0009758767,0.002128611,0.0003570996,0.3770246],"genre_scores_gemma":[0.0001044732,0.01550618,0.00008392234,0.07338062,0.0004825086,0.000004294092,0.004884594,0.00001390927,0.9055395],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5285149,"threshold_uncertainty_score":0.9627348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04126548755455823,"score_gpt":0.2866083239381461,"score_spread":0.2453428363835878,"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."}}