{"id":"W3000370072","doi":"","title":"Landscape Influences on Dissolved Organic Carbon, pH, Fe, and Ca in 37 Lakes in the Forest-Tundra of Northern Manitoba, Canada","year":2009,"lang":"en","type":"article","venue":"AGUFM","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Tundra; Dissolved organic carbon; Total organic carbon; Environmental science; Carbon fibers; Physical geography; Arctic; Environmental chemistry; Ecology; Geography; Oceanography; Geology; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002739773,0.0003158609,0.0004323202,0.0009906848,0.002834375,0.001289821,0.000786364,0.0003426342,0.0009621594],"category_scores_gemma":[0.0006511854,0.0004363537,0.0003397629,0.002310906,0.001331309,0.0003241783,0.0007485732,0.000321996,0.0001394253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01881995,"about_ca_system_score_gemma":0.0109763,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9878281,"about_ca_topic_score_gemma":0.996224,"domain_scores_codex":[0.9997504,0.00003617797,0.0000142105,0.00004983403,0.00004411549,0.0001053217],"domain_scores_gemma":[0.9995052,0.00005769903,0.00007597765,0.00001284033,0.0002034618,0.0001448096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002659473,0.00007147616,0.9890275,0.00003810096,0.0001223646,0.0002783335,0.002849692,0.0005000998,0.002593891,0.000125953,0.0003740739,0.003752607],"study_design_scores_gemma":[0.00000905141,0.00001668931,0.9964044,0.000006884591,0.00003168005,0.00003812116,0.002532528,0.0004142317,0.0001659737,0.00002439892,0.0003494167,0.000006616762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992877,0.00007751866,0.00002864391,0.00002851203,0.000001278481,0.000008821141,0.0002269479,0.000002928929,0.0003376505],"genre_scores_gemma":[0.9989616,0.00009489381,0.0001411458,0.00002802342,0.000001412567,0.000009353169,0.0002302622,0.000003176379,0.0005301248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01881995,"threshold_uncertainty_score":0.1365489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004650497660101698,"score_gpt":0.173108957657054,"score_spread":0.1684584599969523,"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."}}