{"id":"W588522857","doi":"","title":"Managing agricultural greenhouse gases : coordinated agricultural research through GRACEnet to address our changing climate","year":2012,"lang":"en","type":"book","venue":"","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Greenhouse gas; Soil carbon; Agriculture; Agroecosystem; Environmental science; Soil management; Carbon sequestration; Forestry; Geography; Soil water; Archaeology; Carbon dioxide; Chemistry; Ecology; Soil science","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":[0.005813256,0.0008436654,0.0006340886,0.001828734,0.001416636,0.004888673,0.002044887,0.001401709,0.03268716],"category_scores_gemma":[0.004516389,0.0003527537,0.0005994999,0.002005702,0.0009628458,0.003564703,0.006869218,0.001397498,0.009732478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002744162,"about_ca_system_score_gemma":0.02123661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01330038,"about_ca_topic_score_gemma":0.03061479,"domain_scores_codex":[0.9973072,0.0007609804,0.0001204318,0.0003197039,0.001099808,0.0003918144],"domain_scores_gemma":[0.9918826,0.0006529406,0.0005508742,0.0007701136,0.001915555,0.004227892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00016967,0.0001307949,0.002466097,0.0003665225,0.00006091367,0.0001275049,0.0004438983,0.003220608,0.004270514,0.008606654,0.6218207,0.3583161],"study_design_scores_gemma":[0.00005780604,0.00005745182,0.001796055,0.0001229228,0.0000232286,0.00004220235,0.0005647884,0.002152557,0.0008419701,0.008325541,0.9859827,0.00003273397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02650943,0.02114418,0.1734305,0.2214075,0.008227065,0.002699162,0.01342733,0.04054002,0.4926148],"genre_scores_gemma":[0.1941788,0.03339103,0.4366921,0.03442724,0.003126003,0.002782912,0.03253422,0.007744549,0.2551232],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03268716,"threshold_uncertainty_score":0.1093494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06495070182332863,"score_gpt":0.2995449527782668,"score_spread":0.2345942509549381,"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."}}