{"id":"W4254993359","doi":"10.5194/bg-2021-111-rc1","title":"Comment on bg-2021-111","year":2021,"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","funders":"Consejo Nacional de Ciencia, Tecnología e Innovación Tecnológica; Bundesministerium für Bildung und Forschung; Leibniz-Gemeinschaft; Deutsche Forschungsgemeinschaft; National Aeronautics and Space Administration","keywords":"Upwelling; Mesocosm; Span (engineering); Carbonate; Oceanography; Environmental science; Chemistry; Geology; Ecology; Ecosystem; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001642071,0.00124353,0.001354445,0.002009324,0.00181796,0.006746328,0.002166386,0.01142337,0.2241711],"category_scores_gemma":[0.0100452,0.0005636069,0.001514972,0.003471385,0.001157189,0.002422751,0.001982973,0.006899812,0.1367248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004053094,"about_ca_system_score_gemma":0.004689726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05648121,"about_ca_topic_score_gemma":0.0442651,"domain_scores_codex":[0.9983608,0.0001004745,0.00008791096,0.0001784648,0.0009980988,0.0002742081],"domain_scores_gemma":[0.9951009,0.0007925899,0.0002134219,0.0004698495,0.002953701,0.0004695754],"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":[0.00005887215,0.00001273993,0.0001141743,0.0000555756,0.000004079609,0.00003435505,0.000005800579,0.00007071305,0.00009579572,0.0004022641,0.9962093,0.002936381],"study_design_scores_gemma":[0.00005857409,0.00001061265,0.002566249,0.0001066276,0.000008087121,0.00001782049,0.00004168024,0.0002429151,0.0003293497,0.001064352,0.995529,0.00002476652],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.001508002,0.002174605,0.001153391,0.2565513,0.4549758,0.0005069349,0.08152174,0.005669748,0.1959385],"genre_scores_gemma":[0.02018195,0.002985202,0.002990871,0.2768351,0.09093209,0.0007494366,0.05253731,0.00377077,0.5490173],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2241711,"threshold_uncertainty_score":0.7499269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03377923030240317,"score_gpt":0.2778348168177773,"score_spread":0.2440555865153741,"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."}}