{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001129222,0.0006603902,0.0006887354,0.00102234,0.002466406,0.002926273,0.001725204,0.01528726,0.3984879],"category_scores_gemma":[0.006759522,0.0004448358,0.001011446,0.001055866,0.001083369,0.002285237,0.0017866,0.007707093,0.2534862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002263744,"about_ca_system_score_gemma":0.00234878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02397531,"about_ca_topic_score_gemma":0.03686143,"domain_scores_codex":[0.9991251,0.00005969348,0.00007695292,0.0001056779,0.0004184,0.0002142253],"domain_scores_gemma":[0.9969605,0.0004637784,0.0001179086,0.000224671,0.001529348,0.0007037974],"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":[0.00001556689,0.000006767734,0.00006191756,0.00002247164,7.799638e-7,0.00004748896,0.000005403303,0.000003465909,0.00003604035,0.0002152553,0.9970765,0.002508369],"study_design_scores_gemma":[0.00001574614,0.000008096526,0.0005004336,0.00005096726,0.000001335753,0.00001903841,0.00003586012,0.00001062419,0.00005636313,0.0001861155,0.9991087,0.000006598583],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0007170601,0.001128351,0.0003588526,0.3202285,0.3859957,0.0004056857,0.006122909,0.002025554,0.2830174],"genre_scores_gemma":[0.002988393,0.0007464712,0.0002116314,0.306398,0.04648869,0.0002266123,0.001954345,0.0004996124,0.6404862],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3984879,"threshold_uncertainty_score":0.857984,"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."}}