{"id":"W2112245662","doi":"10.4319/lo.2000.45.4.0763","title":"Changes in composition and reactivity of allochthonous DOM in a prairie saline lake","year":2000,"lang":"en","type":"article","venue":"Limnology and Oceanography","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Dissolved organic carbon; Hydrology (agriculture); Surface water; Environmental chemistry; Environmental science; Geology; Chemistry","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":[0.0001196069,0.000141339,0.0001860868,0.0004896204,0.0006083797,0.0005631775,0.0001796175,0.0002828152,0.0005257121],"category_scores_gemma":[0.0002015121,0.0002217802,0.0001336403,0.0004836504,0.0003267752,0.0002455689,0.0003657929,0.00021185,0.0001245093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005883112,"about_ca_system_score_gemma":0.0003756572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05286152,"about_ca_topic_score_gemma":0.07144246,"domain_scores_codex":[0.9998934,0.000007977817,0.00000681668,0.00003195351,0.00003421376,0.00002558947],"domain_scores_gemma":[0.9998573,0.00001345851,0.00002837438,0.000004417365,0.00005076297,0.00004565794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004739269,0.0001256289,0.2999428,0.00007065232,0.00008005911,0.0003409297,0.002160673,0.000299606,0.6920246,0.0000697486,0.0001036894,0.004307625],"study_design_scores_gemma":[0.000006020744,0.0001073503,0.9868722,0.000002411629,0.00001745469,0.0001036835,0.0008237938,0.0007319375,0.01102354,0.0000155407,0.0002863228,0.000009712629],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998035,0.00001854102,0.00001932563,0.000003560768,3.08365e-7,0.000001810014,0.00004269478,0.000001490739,0.0001088666],"genre_scores_gemma":[0.9992921,0.00003559237,0.0001245094,0.00001223442,6.7115e-7,0.000004198074,0.0001433774,0.000001500306,0.0003857621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05286152,"threshold_uncertainty_score":0.1051077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00655623740661668,"score_gpt":0.1885837234272162,"score_spread":0.1820274860205996,"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."}}