{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003448678,0.000247646,0.0003537602,0.0008859172,0.002387191,0.001354787,0.0005329618,0.0003812907,0.001401354],"category_scores_gemma":[0.001066222,0.0002720021,0.000239991,0.001760559,0.001068345,0.0005212086,0.001345972,0.0003478993,0.0001370665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02011519,"about_ca_system_score_gemma":0.01466904,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9566634,"about_ca_topic_score_gemma":0.9837075,"domain_scores_codex":[0.9995202,0.00001516734,0.00002655789,0.00009538941,0.0001920136,0.0001506902],"domain_scores_gemma":[0.998757,0.00003038649,0.0002579202,0.00002899217,0.0007286324,0.0001971073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004408691,0.00004148323,0.9522224,0.0003096067,0.0001737938,0.0008074199,0.007010594,0.0004856502,0.01415887,0.000539013,0.003433115,0.02037727],"study_design_scores_gemma":[0.000004591842,0.00001112905,0.9935522,0.00001207671,0.0000129965,0.00004843996,0.000701389,0.0000939749,0.0003558297,0.00002223497,0.00517833,0.000006766237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894645,0.0009962524,0.0001434929,0.0005730877,0.00001578892,0.00002738563,0.00112909,0.00003549033,0.007614792],"genre_scores_gemma":[0.9954709,0.000537145,0.0002175494,0.0001677311,0.00001380161,0.00001546432,0.000693496,0.000008455668,0.002875597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04333663,"threshold_uncertainty_score":0.1459466,"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."}}