{"id":"W2132799523","doi":"10.1079/pavsnnr20149026","title":"Sustaining soil carbon in bioenergy cropping systems of northern temperate regions.","year":2014,"lang":"en","type":"article","venue":"CABI Reviews","topic":"Bioenergy crop production and management","field":"Agricultural and Biological Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Bioenergy; Environmental science; Soil carbon; Biomass (ecology); Agronomy; Biofuel; Agroforestry; Agroecosystem; Agriculture; Ecology; Soil water; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006976997,0.0001111075,0.0002968239,0.00002160168,0.00005461895,0.00002564064,0.000152061,0.00005026328,0.00001562091],"category_scores_gemma":[0.00009025554,0.00004203724,0.00007204923,0.0003487995,0.00004318995,0.00003909705,0.0000521925,0.00006470987,0.000007224784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003140306,"about_ca_system_score_gemma":0.000004448774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003543293,"about_ca_topic_score_gemma":0.003572426,"domain_scores_codex":[0.9988574,0.000233339,0.0003923974,0.0002457562,0.00008844731,0.0001826992],"domain_scores_gemma":[0.9995977,0.00002078622,0.0001790489,0.0001025188,0.00005532486,0.00004459436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001713881,0.0001287421,0.01197696,0.0004234714,0.00002012613,0.000003608424,0.0002352533,0.001121444,0.1236051,0.01039539,0.0009076215,0.8511652],"study_design_scores_gemma":[0.0001039354,0.00008186292,0.005959183,0.0002334179,0.00000885544,0.000002722741,0.0003789549,0.0004523951,0.000553597,0.00004273666,0.9920106,0.0001717677],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812889,0.01018949,0.00001280426,0.001503162,0.0003934116,0.000327919,8.85506e-7,0.0000389737,0.006244414],"genre_scores_gemma":[0.9943978,0.003322353,0.00001636144,0.0001677403,0.0002295499,0.00003765646,0.00001027586,0.000001162262,0.001817159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9911029,"threshold_uncertainty_score":0.5356422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02993605685761928,"score_gpt":0.2233120543896997,"score_spread":0.1933759975320804,"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."}}