{"id":"W4230947697","doi":"10.5194/bg-2017-370","title":"Hurricane Arthur and its effect on the short-term variability of pCO <sub>2</sub> on the Scotian Shelf, NW Atlantic","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada; University of British Columbia; Dalhousie University","funders":"Marine Environmental Observation Prediction and Response Network","keywords":"Oceanography; Thermocline; Water column; Phytoplankton; Environmental science; Mixed layer; Spring bloom; Algal bloom; Sea surface temperature; Bloom; Storm; Dissolved organic carbon; Geology; Nutrient; Biology; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002920736,0.0003725813,0.0004586931,0.00008691753,0.0004635918,0.0002306672,0.0007959349,0.0002173117,0.001355537],"category_scores_gemma":[0.001095612,0.000158659,0.0001725848,0.00007868251,0.0003775877,0.00005362483,0.0001045224,0.0005899767,0.0002532539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006209376,"about_ca_system_score_gemma":0.00009567387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001645182,"about_ca_topic_score_gemma":0.0002332848,"domain_scores_codex":[0.9969419,0.001330703,0.0003328681,0.0006312217,0.000460519,0.0003028438],"domain_scores_gemma":[0.9933057,0.00495817,0.0002568885,0.001286625,0.00006260027,0.0001299558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001906054,0.0003923209,0.8862438,0.001612371,0.0006381617,0.00005903066,0.0007201363,0.002185115,0.007830193,0.005783346,0.006524223,0.08610523],"study_design_scores_gemma":[0.0001455928,0.0007065319,0.9748606,0.0003097932,0.00008816263,0.000009403607,0.00001890907,0.004650335,0.017985,0.0006810963,0.0002257717,0.000318791],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985922,0.0001414988,0.000008794556,0.001604258,0.0005007762,0.001274329,0.0001273069,0.00004107455,0.01037997],"genre_scores_gemma":[0.9991265,0.0001815538,0.000004373767,0.0001838099,0.000141593,0.000007167243,0.0000720373,0.000007935357,0.0002750239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0886168,"threshold_uncertainty_score":0.9995574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02099503667880673,"score_gpt":0.2384029755332078,"score_spread":0.217407938854401,"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."}}