{"id":"W3008276173","doi":"10.5194/bg-2020-29","title":"The recent state and variability of the carbonate system of the Canadian Arctic in the context of ocean acidification","year":2020,"lang":"en","type":"article","venue":"","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies; ArcticNet","keywords":"Ocean acidification; Aragonite; Carbonate; Context (archaeology); Oceanography; Arctic; Ecosystem; Environmental science; Marine ecosystem; Geology; Climate change; Ecology; Chemistry; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.001328401,0.00005830815,0.0001013342,0.00001505122,0.0001549478,0.00001900056,0.0003589236,0.00002455994,0.00002749968],"category_scores_gemma":[0.0003805963,0.00001993199,0.00003299745,0.0002947515,0.0003380497,0.00002700075,0.00000970677,0.00009123084,0.000001124476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009719718,"about_ca_system_score_gemma":0.0002004196,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09229726,"about_ca_topic_score_gemma":0.2254723,"domain_scores_codex":[0.9985382,0.0007986864,0.0002586596,0.000104649,0.0001959487,0.00010385],"domain_scores_gemma":[0.9987686,0.0006471153,0.0001633316,0.0002941737,0.00008172832,0.0000451056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001600714,0.00001827198,0.9702955,0.000271281,0.00003371117,4.321149e-7,0.009293427,0.0009154392,0.0004319671,0.005804515,0.0002407311,0.01253463],"study_design_scores_gemma":[0.000105199,0.00003233515,0.9878056,0.00002018684,0.00001072398,0.000001506129,0.003174464,0.006184351,0.001023863,0.0001508241,0.001458857,0.00003209652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816346,0.000214314,0.000002398453,0.01523876,0.00009717156,0.000504372,0.00008130947,0.000002501172,0.002224537],"genre_scores_gemma":[0.9996133,0.0000638397,0.000004513714,0.000273395,0.000006312616,4.681384e-7,0.000002073836,0.000001124014,0.0000349305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1331751,"threshold_uncertainty_score":0.9137472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01363684087915962,"score_gpt":0.1908735801206777,"score_spread":0.1772367392415181,"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."}}