{"id":"W121090493","doi":"10.1023/a:1026134327904","title":"Nitrogen dynamics in alpine ecosystems of the northern Caucasus","year":2003,"lang":"en","type":"article","venue":"Plant and Soil","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Research Nova Scotia; Deutsche Forschungsgemeinschaft","keywords":"Nitrification; Mineralization (soil science); Soil water; Nitrogen cycle; Grassland; Environmental science; Agronomy; Ecology; Cycling; Plant community; Festuca rubra; Incubation; Soil science; Chemistry; Nitrogen; Biology; Geography; Forestry; Ecological succession","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0001864198,0.0002240837,0.0003529016,0.0008563346,0.0005998311,0.000605316,0.0002359933,0.0002976416,0.000363012],"category_scores_gemma":[0.0003785228,0.0001664249,0.0001873948,0.0006044622,0.0005629988,0.0003698055,0.0004321251,0.0001437839,0.00007269043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001185621,"about_ca_system_score_gemma":0.0006324571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1000078,"about_ca_topic_score_gemma":0.1303905,"domain_scores_codex":[0.9998934,0.00002616,0.00001057605,0.00002662061,0.00001740708,0.00002577571],"domain_scores_gemma":[0.9997429,0.00003646909,0.0000883543,0.00001400402,0.00005266425,0.00006557561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0012855,0.0001115629,0.8930679,0.0002352485,0.0003351018,0.002113073,0.003414626,0.006194504,0.0763645,0.0006875913,0.0002977665,0.01589264],"study_design_scores_gemma":[0.00001548742,0.00002011632,0.9961166,0.000007070583,0.00001674332,0.0001748432,0.0005775667,0.002387108,0.0002268456,0.0001094456,0.0003420757,0.000006000348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999687,0.00007779845,0.00001837972,0.00001107411,5.373402e-7,7.128554e-7,0.00002761665,0.000003676336,0.0001731874],"genre_scores_gemma":[0.9997264,0.00005887976,0.00005861571,0.000005245154,0.000001194389,0.000001796134,0.00005186566,0.000001771591,0.00009425105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1000078,"threshold_uncertainty_score":0.1988513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009961069190577347,"score_gpt":0.1744653208554441,"score_spread":0.1645042516648667,"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."}}