{"id":"W4312013582","doi":"10.5194/egusphere-2022-1090-rc2","title":"Comment on egusphere-2022-1090","year":2022,"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":"Dalhousie University; Université du Québec à Rimouski; McGill University","funders":"Fonds de recherche du Québec – Nature et technologies; Fonds Québécois de la Recherche sur la Nature et les Technologies; Natural Sciences and Engineering Research Council of Canada; Marine Environmental Observation Prediction and Response Network","keywords":"Oceanography; Benthic zone; Estuary; Saturation (graph theory); Continental shelf; Gulf Stream; Salinity; Geology; Environmental science; Chemistry","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":[0.0007296523,0.000288905,0.0004257084,0.00009635366,0.0002676765,0.00005573485,0.0005134513,0.0001041931,0.5086446],"category_scores_gemma":[0.0001022992,0.0001943294,0.0001932361,0.0002495949,0.00004936842,0.00003531751,0.00002931622,0.0005206389,0.002691507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001450081,"about_ca_system_score_gemma":0.0001307295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001131129,"about_ca_topic_score_gemma":0.0004501956,"domain_scores_codex":[0.9977666,0.0004228939,0.0003132923,0.0004510043,0.0007589519,0.0002873147],"domain_scores_gemma":[0.9985112,0.0005940603,0.0001713404,0.0005402282,0.00003523783,0.0001479184],"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":[0.00002204228,0.00002820308,0.00008321661,0.0003893162,0.00002758065,0.00001477455,0.000005843042,0.00005483031,9.331598e-8,0.00008504745,0.9409863,0.05830275],"study_design_scores_gemma":[0.0001016765,0.0002865882,0.0008310119,0.0002651259,0.00004313871,0.000007184326,0.00001883196,0.0001400344,0.000003675226,0.00003454634,0.9979839,0.0002843389],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002514214,0.06487866,0.000012207,0.4604179,0.006575324,0.0009685844,0.002293694,0.0001543347,0.4646741],"genre_scores_gemma":[0.0002182654,0.01686984,0.00009384052,0.1590609,0.0003440788,0.000009123585,0.007649695,0.00001187697,0.8157424],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5059531,"threshold_uncertainty_score":0.998085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02825344391446643,"score_gpt":0.2707256089190014,"score_spread":0.242472165004535,"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."}}