{"id":"W6977184360","doi":"10.7298/1qj7-de81","title":"NOVEL MECHANISMS FOR NITROGEN STORAGE, TRANSPORT, AND UPTAKE","year":2019,"lang":"en","type":"article","venue":"eCommons (Cornell University)","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Biological and Environmental Research; Division of Materials Research; Great Lakes Bioenergy Research Center; Towards Sustainability Foundation; Materials Research Science and Engineering Center, Harvard University; Western Economic Diversification Canada; David R. Atkinson Center for a Sustainable Future , Cornell University; Cornell Center for Materials Research; College of Engineering, Michigan State University; Office of Science; McKnight Foundation; National Research Council Canada; Michigan State University; U.S. Department of Energy; Natural Sciences and Engineering Research Council of Canada; Canadian Light Source; Canadian Institutes of Health Research; National Science Foundation","keywords":"Biochar; Compost; Nutrient; Nitrogen; Organic matter; Ecosystem; Nutrient cycle; Limiting","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":[0.0005275621,0.0004437078,0.0005376286,0.0002921422,0.0007900982,0.001746923,0.00152631,0.001538622,0.003416682],"category_scores_gemma":[0.0003100623,0.0003134102,0.0006511243,0.0001950483,0.001043254,0.003565772,0.001009375,0.0009004939,0.001126477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001306362,"about_ca_system_score_gemma":0.00062344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006249839,"about_ca_topic_score_gemma":0.0008222203,"domain_scores_codex":[0.9997028,0.00001816282,0.00001153214,0.0001331917,0.00007181289,0.00006248472],"domain_scores_gemma":[0.9998723,0.00002778203,0.00002004059,0.00003111914,0.00002849154,0.00002020239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002190569,0.0001762337,0.002062188,0.0008495894,0.00007045405,0.0009789887,0.0003965224,0.003188054,0.7475646,0.187081,0.002579479,0.05483373],"study_design_scores_gemma":[0.0001819686,0.0008878625,0.01133079,0.0002248843,0.0001207715,0.003028268,0.001067185,0.11352,0.5031332,0.2206587,0.145629,0.000217309],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5636858,0.0739717,0.2737806,0.01334618,0.003294253,0.0002831141,0.000631012,0.001791951,0.06921549],"genre_scores_gemma":[0.9258283,0.0191012,0.0240142,0.000827231,0.0004919942,0.0001921105,0.0003305661,0.00007249042,0.02914183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003416682,"threshold_uncertainty_score":0.01142997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02456503521644085,"score_gpt":0.1721785627907538,"score_spread":0.147613527574313,"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."}}