{"id":"W4295970004","doi":"10.3390/nitrogen3030030","title":"Soil Nitrogen Supply: Linking Plant Available N to Ecosystem Functions and Productivity","year":2022,"lang":"en","type":"article","venue":"Nitrogen","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Atmosphere (unit); Nitrogen; Ecosystem; Productivity; Environmental science; Nutrient; Earth (classical element); Earth science; Agronomy; Astrobiology; Ecology; Chemistry; Geology; Geography; Biology; Meteorology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006010812,0.0006558479,0.0003187927,0.0007842092,0.0002393265,0.0009029584,0.0003475046,0.0007450844,0.001173337],"category_scores_gemma":[0.00125644,0.0002044689,0.000248398,0.0009633147,0.0005253552,0.001065438,0.0005258053,0.0006270888,0.0002835569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007196197,"about_ca_system_score_gemma":0.0004777994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006774553,"about_ca_topic_score_gemma":0.007513834,"domain_scores_codex":[0.9999027,0.00002624781,0.000006517106,0.00003547483,0.00001740456,0.00001160663],"domain_scores_gemma":[0.9994302,0.0002014269,0.0001791419,0.00002123295,0.00008710377,0.00008080396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006014312,0.0005005256,0.7972102,0.001287714,0.001490628,0.0002781533,0.0004212791,0.01394192,0.01979799,0.007783629,0.004812512,0.1518741],"study_design_scores_gemma":[0.00003001518,0.0004349406,0.926024,0.0003037734,0.0004089407,0.0004538101,0.0004367824,0.02173389,0.004213418,0.03734409,0.008544032,0.000072284],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9257271,0.03604298,0.01809229,0.007596257,0.0002924521,0.00005856471,0.001194793,0.0001749744,0.0108207],"genre_scores_gemma":[0.9822128,0.01046028,0.004185318,0.0007844511,0.0002538174,0.00002777436,0.0004475834,0.00001864284,0.001609423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006774553,"threshold_uncertainty_score":0.01347023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01651896126390429,"score_gpt":0.1907235256763325,"score_spread":0.1742045644124282,"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."}}