{"id":"W1843184037","doi":"10.1007/978-94-007-7939-6_38","title":"A Comparison of Empirical and Modelled Nitrogen Critical Loads for Mediterranean Forests and Shrublands in California","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Lichen and fungal ecology","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trent University; University of Manitoba","funders":"","keywords":"Chaparral; Biogeochemical cycle; Throughfall; Environmental science; Shrubland; Leaching (pedology); Nutrient; Nutrient cycle; Hydrology (agriculture); Atmospheric sciences; Environmental chemistry; Ecosystem; Ecology; Soil science; Chemistry; Soil water; Geology","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":[0.0003245089,0.0002295351,0.0002141473,0.0004941198,0.0004001141,0.0007444247,0.0007225333,0.0003867661,0.001008445],"category_scores_gemma":[0.0006627953,0.0001955391,0.0002407431,0.0005657276,0.0003429747,0.0005161638,0.0002861338,0.0001726985,0.00008609789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002533515,"about_ca_system_score_gemma":0.0006935056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2661287,"about_ca_topic_score_gemma":0.3876425,"domain_scores_codex":[0.9998887,0.0000137804,0.000009097157,0.00003993792,0.0000229761,0.00002554555],"domain_scores_gemma":[0.9997739,0.00009052416,0.00002998718,0.00001597442,0.00006396391,0.00002560205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008192707,0.0001774664,0.5678342,0.0003375382,0.0002417312,0.0004188775,0.001143798,0.3645848,0.006946601,0.003368908,0.005120439,0.04900631],"study_design_scores_gemma":[0.00008746551,0.00007577381,0.7957738,0.00006004833,0.00007715595,0.00008069965,0.001139875,0.1961806,0.001601069,0.001314246,0.003554649,0.00005457263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949571,0.0003736581,0.000602997,0.00006144114,0.000006401056,0.000005097685,0.0005548175,0.00005297341,0.003385445],"genre_scores_gemma":[0.998884,0.0001052705,0.0003765246,0.00000598267,0.000002204268,0.000003697353,0.0002621818,0.000009654274,0.0003504901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2661287,"threshold_uncertainty_score":0.5291594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07492953889914919,"score_gpt":0.3291017160897482,"score_spread":0.254172177190599,"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."}}