{"id":"W3005207777","doi":"10.3390/soilsystems4010010","title":"Rapid Recent Recovery from Acidic Deposition in Central Ontario Lakes","year":2020,"lang":"en","type":"article","venue":"Soil Systems","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Alkalinity; Acid neutralizing capacity; Deposition (geology); Environmental chemistry; Dissolved organic carbon; Acid deposition; Environmental science; Acid rain; Hydrology (agriculture); Total organic carbon; Chemistry; Soil water; Geology; Soil science; Sediment","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001578607,0.000101802,0.0001483331,0.0000122193,0.00005151691,0.00005568184,0.0001197377,0.00006813828,0.001681618],"category_scores_gemma":[0.000008484782,0.00009622146,0.00004005927,0.0001197379,0.00004109517,0.0001867343,0.00005256989,0.0001300147,0.0007149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006955207,"about_ca_system_score_gemma":0.00003030849,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2105395,"about_ca_topic_score_gemma":0.1596946,"domain_scores_codex":[0.9987626,0.0002019577,0.0002797346,0.0002557328,0.0002607104,0.0002392511],"domain_scores_gemma":[0.9996376,0.0000192728,0.00007531344,0.0001259666,0.000002501057,0.0001393142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004873849,0.0005465283,0.7989848,0.0001214462,0.0001271278,0.0001483592,0.05086537,0.03953967,0.0397266,0.0003237594,0.03485861,0.0342704],"study_design_scores_gemma":[0.001926747,0.0003416822,0.7013199,0.0001828994,0.00003647013,0.000009834219,0.002263009,0.005380546,0.01088031,0.0003066433,0.2765841,0.0007678161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888939,0.000152421,0.0004292555,0.002337585,0.000691072,0.0002264627,0.00003099515,0.00004402162,0.00719426],"genre_scores_gemma":[0.9986955,0.00006087621,0.00006655283,0.0006454337,0.0001155238,0.00001808762,0.00005910876,0.000006842464,0.0003320776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2417255,"threshold_uncertainty_score":0.999231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03258497650678555,"score_gpt":0.2222736142489319,"score_spread":0.1896886377421464,"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."}}