{"id":"W3083086147","doi":"","title":"Assessing Nitrogen Cycling Processes in Stream Sediments from the Yukon River Basin Repert, Deborah A., and Smith, Richard L","year":2010,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cycling; Nitrogen; Drainage basin; Hydrology (agriculture); Environmental science; Geology; Archaeology; History; Geography; Chemistry; Geotechnical engineering; Cartography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003964524,0.0003208352,0.0003755073,0.0006879131,0.001303779,0.001129364,0.0003273043,0.0005322263,0.0002862056],"category_scores_gemma":[0.0006340938,0.0002660438,0.0002838079,0.0008858851,0.0002909698,0.00057279,0.0005720682,0.0003063722,0.0000777446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001391872,"about_ca_system_score_gemma":0.001710736,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4007221,"about_ca_topic_score_gemma":0.560771,"domain_scores_codex":[0.9998542,0.00002361906,0.00002172965,0.00003488428,0.00003062567,0.00003491443],"domain_scores_gemma":[0.9997569,0.00004128061,0.00003030232,0.000009073909,0.0001288111,0.00003368005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002867078,0.0000818735,0.9455065,0.0001163014,0.0002766537,0.0003284593,0.0011849,0.002177394,0.03195496,0.0001078055,0.0003373537,0.01764111],"study_design_scores_gemma":[0.00001380552,0.00005790576,0.9921861,0.00001416729,0.00007538922,0.0000578961,0.001489408,0.002413099,0.002877488,0.00005934231,0.0007449382,0.00001058581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992717,0.0001277554,0.0001240096,0.0000287384,0.000002530536,0.000006888039,0.0001591957,0.000003529445,0.0002757288],"genre_scores_gemma":[0.9987005,0.0001952526,0.0004100108,0.00002729493,0.000001588552,0.000006583361,0.0003693065,0.000002934772,0.0002865509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5992779,"threshold_uncertainty_score":0.7967793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01201895178968847,"score_gpt":0.2339735690304788,"score_spread":0.2219546172407903,"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."}}