{"id":"W2886243787","doi":"","title":"Modelling water, carbon and nitrogen dynamics of the boreal forests in Canadian Land Surface Scheme (CLASS)","year":2000,"lang":"en","type":"article","venue":"Davis Meeting","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Boreal; Taiga; Carbon fibers; Environmental science; Nitrogen; Geography; Environmental resource management; Forestry; Mathematics; Physics","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":[0.000415923,0.0004583288,0.0003755657,0.0002790731,0.001339736,0.001383407,0.001179087,0.0008766121,0.002980883],"category_scores_gemma":[0.0009221415,0.0004432297,0.0005650133,0.0005564799,0.0005528621,0.0006264906,0.0004356874,0.0006366012,0.0001798472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01851826,"about_ca_system_score_gemma":0.01284037,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9908187,"about_ca_topic_score_gemma":0.9928417,"domain_scores_codex":[0.9998441,0.00001506357,0.000005391138,0.00003215984,0.0000282629,0.00007504027],"domain_scores_gemma":[0.9997609,0.00004950005,0.00001564741,0.00001031652,0.00009155319,0.00007212043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008795881,0.00004858019,0.02144046,0.00002331119,0.00004222576,0.00005438986,0.0001007362,0.9663363,0.0009856515,0.002428756,0.003136208,0.005315374],"study_design_scores_gemma":[0.00003274066,0.00001788314,0.01929078,0.000008743218,0.0000272084,0.000009655238,0.000191916,0.9769384,0.0003863751,0.0005388355,0.002529836,0.00002761331],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.983781,0.0002017969,0.002490361,0.0006478297,0.00003467983,0.00004472974,0.002958385,0.0001183281,0.009722893],"genre_scores_gemma":[0.9915429,0.000106925,0.002200444,0.00005353892,0.000006182514,0.00002076482,0.001072605,0.00002690668,0.004969593],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01851826,"threshold_uncertainty_score":0.13436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006582324498722495,"score_gpt":0.1928333867388768,"score_spread":0.1862510622401543,"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."}}