{"id":"W2086945349","doi":"10.1021/es048607t","title":"Effect of Declining Lake Base Cation Concentration on Freshwater Critical Load Calculations","year":2005,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Environmental science; Base (topology); Hydrology (agriculture); Environmental chemistry; Environmental engineering; Chemistry; Geology; Geotechnical engineering; Mathematics","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":[0.00197182,0.0005092545,0.0004056285,0.0004090518,0.0007949675,0.001228516,0.0008631673,0.0005788035,0.0006777492],"category_scores_gemma":[0.00971943,0.0002789847,0.0005554789,0.0007609298,0.0004337407,0.0007152093,0.0006271988,0.000373201,0.0002088927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004407654,"about_ca_system_score_gemma":0.00229623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3559195,"about_ca_topic_score_gemma":0.3431478,"domain_scores_codex":[0.9989485,0.0002485736,0.00008274736,0.0002687547,0.0003584468,0.00009298656],"domain_scores_gemma":[0.9971757,0.001191865,0.000432471,0.0002112918,0.0008995663,0.00008913214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001043724,0.00009273437,0.6479636,0.000271894,0.0003183924,0.0004110068,0.001038117,0.267624,0.02792097,0.0006417645,0.001836893,0.05083684],"study_design_scores_gemma":[0.0001266777,0.0005049358,0.5746469,0.00007382835,0.000244702,0.0001470274,0.001197325,0.362437,0.04990277,0.001096194,0.009528057,0.00009468327],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903217,0.0002741201,0.005814692,0.0001810184,0.00001727722,0.00005122593,0.001003144,0.0003606469,0.001976296],"genre_scores_gemma":[0.9923383,0.00009806937,0.006182133,0.00004786339,0.000002855093,0.00002274045,0.0008176116,0.00004139656,0.000448998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3559195,"threshold_uncertainty_score":0.7076957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004931787061699328,"score_gpt":0.2477102137559151,"score_spread":0.2427784266942157,"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."}}