{"id":"W4416124324","doi":"","title":"Riparian agroforestry systems - the role of biodiversity in soil carbon sequestration","year":2022,"lang":"en","type":"article","venue":"Agritrop (Cirad)","topic":"Agroforestry and silvopastoral systems","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Riparian zone; Understory; Biodiversity; Plant litter; Litter; Ecosystem; Grassland; Carbon sequestration","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003894828,0.0001240446,0.0001973606,0.00001506078,0.0003455481,0.00003338572,0.0003889906,0.00007665778,0.0000640541],"category_scores_gemma":[0.0000126932,0.00004784092,0.00007846049,0.000399768,0.00006748579,0.00008793385,0.0001444308,0.0002522544,0.000006914489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008334231,"about_ca_system_score_gemma":0.00001816074,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02819295,"about_ca_topic_score_gemma":0.001908244,"domain_scores_codex":[0.9985503,0.0003325111,0.0002905673,0.0002321763,0.0003345025,0.0002599374],"domain_scores_gemma":[0.999572,0.00008108353,0.0001758106,0.00008889151,0.00002839453,0.00005384349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000112745,0.000219323,0.8786967,0.00002154396,0.00002725488,0.00002904571,0.0004941818,0.001172155,0.1105683,0.003416434,0.000532443,0.004709927],"study_design_scores_gemma":[0.0003496049,0.0006754359,0.9583066,0.00002837651,0.00002683425,0.000044368,0.01360792,0.002210894,0.001922058,0.001050749,0.02141356,0.0003636508],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957932,0.0004400824,1.867316e-7,0.000470675,0.0002851059,0.0002911543,0.00008491737,0.00003358242,0.00260107],"genre_scores_gemma":[0.999514,0.00001388893,0.00000119317,0.00003010746,0.0001901557,0.00003596239,0.0000871373,6.235521e-7,0.0001269148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1086462,"threshold_uncertainty_score":0.9782784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01155301901363765,"score_gpt":0.1689577170883307,"score_spread":0.1574046980746931,"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."}}