{"id":"W2002810636","doi":"10.1007/s11270-010-0526-6","title":"Critical Nitrogen Deposition Loads in High-elevation Lakes of the Western US Inferred from Paleolimnological Records","year":2010,"lang":"en","type":"article","venue":"Water Air & Soil Pollution","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":98,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Diatom; Deposition (geology); Ecosystem; National park; Environmental science; Paleolimnology; Ecology; Glacier; Sediment; Oceanography; Physical geography; Hydrology (agriculture); Geology; Geography; Biology; Geomorphology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001555057,0.0001356009,0.0001421814,0.00003848649,0.0000934013,0.000021063,0.000211653,0.0001943211,0.00006546533],"category_scores_gemma":[0.00004206627,0.00008367128,0.00006469724,0.0001363627,0.0003062045,0.0002841709,0.0001603049,0.0002480776,0.0001312567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008316403,"about_ca_system_score_gemma":0.000006247032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003804303,"about_ca_topic_score_gemma":0.003502909,"domain_scores_codex":[0.9987776,0.0001076055,0.0003006931,0.0002633548,0.0002676249,0.0002831334],"domain_scores_gemma":[0.999595,0.00002691692,0.00005139332,0.0002605279,0.00001456697,0.0000515826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004374988,0.0001147521,0.9598505,0.000003294691,0.000003729628,0.000002150244,0.00027206,0.00044224,0.03788188,0.00004713929,0.00002373537,0.001314779],"study_design_scores_gemma":[0.0004116792,0.00005277785,0.9193822,0.00001605691,0.00001629763,0.00000516095,0.00001340578,0.002245408,0.05635596,0.0213074,0.00007037457,0.0001233305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968605,0.000003983894,0.0003072309,0.001861542,0.0005570655,0.0001355224,0.00002839296,0.00003514445,0.0002106191],"genre_scores_gemma":[0.999303,0.000004244773,0.0001827802,0.0002951253,0.00008588805,0.0000197541,0.00006365434,0.00000967736,0.0000359115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04046835,"threshold_uncertainty_score":0.5750993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005838283082170834,"score_gpt":0.2056296774067539,"score_spread":0.1997913943245831,"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."}}