{"id":"W2022514500","doi":"10.5194/hess-6-773-2002","title":"Long-term response in episodic acidification to declining SO&amp;lt;sub&amp;gt;4&amp;lt;/sub&amp;gt;&amp;lt;sup&amp;gt;2–&amp;lt;/sup&amp;gt; deposition in two streams in Nova Scotia","year":2002,"lang":"en","type":"article","venue":"Hydrology and earth system sciences","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Snowmelt; Nova scotia; Acid deposition; Ocean acidification; Environmental science; Deposition (geology); Oceanography; Snow; Chemistry; Climate change; Biology; Geology; Meteorology; Geography; Sediment; Soil science","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.009905219,0.001316598,0.001785439,0.003140525,0.001609101,0.0008854779,0.001585796,0.0009817068,0.001841125],"category_scores_gemma":[0.001633012,0.001170888,0.0003415621,0.004379609,0.00197971,0.001526339,0.000194111,0.001155191,0.006978185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001385734,"about_ca_system_score_gemma":0.0004099631,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001939808,"about_ca_topic_score_gemma":0.1770164,"domain_scores_codex":[0.9850516,0.004798685,0.002828251,0.003014749,0.001668843,0.002637811],"domain_scores_gemma":[0.9925385,0.00332395,0.001141833,0.001711349,0.0002735,0.00101092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004314758,0.0007617993,0.8373156,0.0005795381,0.0001383601,0.000131728,0.0115212,0.06606116,0.04378567,0.0001843652,0.001233409,0.03397243],"study_design_scores_gemma":[0.005271792,0.00125676,0.9446613,0.002689649,0.0002653165,0.001812888,0.0005598596,0.01433323,0.0009279468,0.0002035112,0.0245388,0.003478963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837507,0.007186374,0.002184214,0.001731319,0.001401847,0.001966937,0.0002466415,0.0003214177,0.001210566],"genre_scores_gemma":[0.9924344,0.0006303134,0.003691346,0.0006508701,0.000416918,0.00005897734,0.0007832978,0.00005861663,0.001275211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1750765,"threshold_uncertainty_score":0.9999585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04055930923693197,"score_gpt":0.2797507766584525,"score_spread":0.2391914674215206,"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."}}