{"id":"W4394116531","doi":"10.6084/m9.figshare.22227043.v1","title":"Data from: Moderate precipitation reduction enhances nitrogen cycling and soil nitrous oxide emissions in a semi-arid grassland","year":2023,"lang":"en","type":"dataset","venue":"Figshare","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Ottawa","funders":"","keywords":"Grassland; Nitrous oxide; Cycling; Environmental science; Arid; Precipitation; Nitrogen; Agroforestry; Grassland ecosystem; Nitrogen cycle; Agronomy; Forestry; Ecology; Geography; Chemistry; 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":[0.000263563,0.0001916686,0.0002224102,0.0002842048,0.000286383,0.0003085189,0.0002772467,0.0002601542,0.00793686],"category_scores_gemma":[0.0003111636,0.00008154483,0.0001883147,0.0006270063,0.0001371624,0.0001757372,0.0002414523,0.0002503929,0.001321896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002630958,"about_ca_system_score_gemma":0.000278267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005653922,"about_ca_topic_score_gemma":0.00987474,"domain_scores_codex":[0.9998479,0.00001380312,0.00001857081,0.00004801642,0.00005289206,0.00001876796],"domain_scores_gemma":[0.9996997,0.00004855373,0.00007245388,0.00004083327,0.00009331688,0.00004519288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.006787526,0.001205559,0.4061313,0.001353974,0.0005187239,0.0006407391,0.0005031795,0.001283459,0.4910655,0.0003245457,0.0259597,0.06422588],"study_design_scores_gemma":[0.0001206308,0.0003651636,0.9572399,0.00001987138,0.00007143377,0.0001372792,0.0001478905,0.0005727354,0.02029643,0.0001051402,0.02090781,0.00001581887],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9406672,0.0003386004,0.001248537,0.0002608749,0.00007770697,0.00008623028,0.04959618,0.0002302911,0.007494272],"genre_scores_gemma":[0.9162413,0.0004658602,0.003084961,0.000349517,0.00004210107,0.0002446292,0.07248724,0.00004442427,0.00703998],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.00793686,"threshold_uncertainty_score":0.02655149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0649809570315655,"score_gpt":0.2809365589146245,"score_spread":0.215955601883059,"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."}}