{"id":"W2744360975","doi":"10.5194/bg-15-1011-2018","title":"Inorganic carbon fluxes on the Mackenzie Shelf of the Beaufort Sea","year":2018,"lang":"en","type":"article","venue":"Biogeosciences","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Alberta; Dalhousie University","funders":"ArcticNet","keywords":"Downwelling; Oceanography; Upwelling; Halocline; Geology; Ekman transport; Dissolved organic carbon; Water column; Salinity","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001347162,0.0004093793,0.0002389257,0.0005841263,0.0008114258,0.0008620232,0.0003736063,0.0004989445,0.00133788],"category_scores_gemma":[0.0002602378,0.000196757,0.0005492229,0.0006945116,0.000287315,0.0004153694,0.0004764737,0.0002586174,0.0001673938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002314108,"about_ca_system_score_gemma":0.0008279249,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4269371,"about_ca_topic_score_gemma":0.3891583,"domain_scores_codex":[0.9999039,0.000007275505,0.000004871318,0.0000324715,0.00002752676,0.00002390654],"domain_scores_gemma":[0.9998682,0.00001592988,0.0000349323,0.000009705818,0.00004320439,0.00002814008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001221018,0.0001374585,0.8997377,0.0001087175,0.000387733,0.002144496,0.001116533,0.03590696,0.03805434,0.0007081514,0.002660923,0.01781595],"study_design_scores_gemma":[0.0000147576,0.00003697427,0.9889573,0.000009290176,0.00002251566,0.00004925017,0.0002449481,0.008352958,0.000783176,0.00003649408,0.001476747,0.0000155841],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977846,0.00006290901,0.00003321008,0.00004339391,0.000005054257,0.000002902986,0.0006426168,0.00001304268,0.001412297],"genre_scores_gemma":[0.9986582,0.00003816329,0.0001451859,0.00001918407,0.000004299787,0.000003563812,0.0006411597,0.000005086576,0.0004852758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5730629,"threshold_uncertainty_score":0.8489041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01288874779661714,"score_gpt":0.2021940132831687,"score_spread":0.1893052654865516,"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."}}