{"id":"W4407228437","doi":"10.1038/s41598-025-88241-8","title":"Variability in storm season intensity modulates ocean acidification conditions in the northern Strait of Georgia","year":2025,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; Observatoire global du Saint-Laurent (OGSL); Tula Foundation","funders":"Fisheries and Oceans Canada; Tula Foundation","keywords":"Storm; Ocean acidification; Oceanography; Environmental science; Intensity (physics); Climatology; Geology; Climate change","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":[0.000134961,0.0001099806,0.0001583814,0.000279121,0.0002155129,0.0003595227,0.0001606723,0.0001434887,0.0004972943],"category_scores_gemma":[0.0004915993,0.0001007194,0.0001386053,0.0003344233,0.000294933,0.0001200869,0.0004363602,0.0001475552,0.00009697789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006404937,"about_ca_system_score_gemma":0.0005756192,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1373368,"about_ca_topic_score_gemma":0.2882826,"domain_scores_codex":[0.9999193,0.00001657756,0.000005599179,0.00002408171,0.00001107394,0.00002330496],"domain_scores_gemma":[0.9997848,0.00002659986,0.00006335339,0.00002148828,0.00005472013,0.00004909409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001867808,0.00003843858,0.9628686,0.0000208469,0.00007506898,0.0001749659,0.001059932,0.0019838,0.02758309,0.0001239348,0.0005077666,0.005376747],"study_design_scores_gemma":[0.000001109116,0.000008295103,0.999046,0.000002159574,0.000004200528,0.00001205317,0.0002290613,0.0004537139,0.00008130338,0.0000136727,0.0001461579,0.000002312169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994654,0.00001055548,0.00003823094,0.00002380263,0.0000016115,0.00000213059,0.0001033955,0.000004318556,0.0003505458],"genre_scores_gemma":[0.9996895,0.00001278236,0.00004009481,0.00001288277,8.070807e-7,0.000001601543,0.0001318807,0.000001872914,0.0001085547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8626632,"threshold_uncertainty_score":0.2730748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00981228233322105,"score_gpt":0.2328672863444901,"score_spread":0.2230550040112691,"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."}}