{"id":"W2724417460","doi":"","title":"The exchange of inorganic carbon on the Canadian Beaufort Shelf","year":2017,"lang":"en","type":"article","venue":"EGU General Assembly Conference Abstracts","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Oceanography; Environmental science; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008537094,0.0001428109,0.0001292873,0.00004860543,0.001434466,0.000434513,0.0008446876,0.00008464047,0.000316805],"category_scores_gemma":[0.000335738,0.00007137985,0.00004975867,0.00005433632,0.0002381733,0.0001100936,0.00001557595,0.0001950612,0.0001259253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001078255,"about_ca_system_score_gemma":0.0004418104,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2077383,"about_ca_topic_score_gemma":0.6817446,"domain_scores_codex":[0.9988199,0.0001157175,0.0002116924,0.0001973806,0.0002978104,0.0003574885],"domain_scores_gemma":[0.9984698,0.0003324079,0.0002477246,0.0006723488,0.00009642075,0.0001812567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004522151,0.0001467059,0.4678448,0.0001099632,0.0003672194,0.0001749292,0.002669715,0.003850663,0.02355056,0.02564164,0.01786442,0.4573272],"study_design_scores_gemma":[0.00007788475,0.00008416142,0.9802149,0.00001659634,0.000008171714,0.00000340957,0.00005932295,0.001245711,0.00723976,0.0002796507,0.01065343,0.0001170301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9284656,0.0001398301,4.958478e-7,0.007397137,0.000472654,0.0002017843,0.00003339011,0.00001114847,0.06327794],"genre_scores_gemma":[0.9973481,0.0001208333,0.00001229472,0.0002905826,0.0001917273,0.000001920256,0.00001587919,0.000004232051,0.002014483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5123701,"threshold_uncertainty_score":0.9998655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03449274136589387,"score_gpt":0.2425019735158001,"score_spread":0.2080092321499062,"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."}}