{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004632866,0.0001826699,0.0002197638,0.00003533705,0.000826532,0.00008129725,0.0002405133,0.00005544963,0.0008600924],"category_scores_gemma":[0.0000300699,0.00009322485,0.00009677774,0.0004893533,0.0000210814,0.00008551452,0.000373696,0.0002265364,0.0001625162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001036975,"about_ca_system_score_gemma":0.00002715581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00063537,"about_ca_topic_score_gemma":0.003509552,"domain_scores_codex":[0.9983701,0.0001585378,0.0002112671,0.0005077412,0.0003413272,0.0004111037],"domain_scores_gemma":[0.9994685,0.00008698942,0.00007252384,0.0001175035,0.00005239861,0.000202107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002894621,0.0003789054,0.7741733,0.00003573714,0.0001694377,0.00005191372,0.0004145835,0.0002970538,0.1924747,0.0005237871,0.01233838,0.01885271],"study_design_scores_gemma":[0.001835888,0.003741601,0.04283289,0.0000835475,0.0004286715,0.001817381,0.007060413,0.01504217,0.06179614,0.01087997,0.8510084,0.003472962],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957731,0.0003479732,0.000001147353,0.0008651554,0.000271513,0.0003900891,0.000855861,0.0001639242,0.00133123],"genre_scores_gemma":[0.9980352,0.00000910276,0.0000570923,0.0003271823,0.0003374823,0.0002033805,0.0003018913,0.000003682017,0.0007250077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.83867,"threshold_uncertainty_score":0.9417409,"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."}}