{"id":"W2008540740","doi":"10.1080/07055900.2011.599265","title":"Acidification of Lower St. Lawrence Estuary Bottom Waters","year":2011,"lang":"en","type":"article","venue":"ATMOSPHERE-OCEAN","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski; Fisheries and Oceans Canada; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Aragonite; Calcite; Anoxic waters; Bottom water; Dissolved organic carbon; Estuary; Carbonate; Ocean acidification; Hypoxia (environmental); Oceanography; Supersaturation; Carbon dioxide; Environmental chemistry; Saturation (graph theory); Organic matter; Total inorganic carbon; Environmental science; Oxygen; Geology; Chemistry; Mineralogy; Seawater","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0003132315,0.0001600862,0.000185724,0.00001058615,0.0001079213,0.00002409088,0.0003373548,0.00008880123,0.003376567],"category_scores_gemma":[0.00004526543,0.0001181992,0.00008040364,0.0002401951,0.0001944798,0.0002553066,0.00001150274,0.0001177304,0.0003319969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003848955,"about_ca_system_score_gemma":0.00005280571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008271527,"about_ca_topic_score_gemma":0.00004730776,"domain_scores_codex":[0.9987769,0.0001156307,0.0002999939,0.0002969509,0.000246555,0.0002640116],"domain_scores_gemma":[0.9991267,0.0001153069,0.0001612733,0.0003927597,0.00007112495,0.0001328632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004248109,0.0001465171,0.9606862,0.00005226623,0.00005522943,0.00002777063,0.001329877,0.0003069393,0.0003631382,0.0004908924,0.00518544,0.0309309],"study_design_scores_gemma":[0.0002655709,0.0003840265,0.9878109,0.00003025211,0.0000282586,0.00001255209,0.0003961635,0.001579868,0.004056749,0.0004919834,0.004693219,0.0002504772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887002,0.0002942415,0.0001736094,0.00009344383,0.0003764394,0.0001835464,0.000043568,0.00007818422,0.01005683],"genre_scores_gemma":[0.9958085,0.00008934815,0.002894296,0.0001242334,0.000050219,2.938216e-7,0.00005343392,0.000007435874,0.0009722729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03068042,"threshold_uncertainty_score":0.9975345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01803185289570737,"score_gpt":0.2095514789868761,"score_spread":0.1915196260911688,"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."}}