{"id":"W2047540437","doi":"10.2174/1874331501004010047","title":"Editorial- The Role of Complex Agroecosystems in Climate Change Mitigation","year":2010,"lang":"en","type":"article","venue":"The Open Agriculture Journal","topic":"Agroforestry and silvopastoral systems","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agroecosystem; Climate change; Environmental science; Agroforestry; Geography; Ecology; Agriculture; Biology; Archaeology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001452389,0.0001290847,0.0002133399,0.000005866856,0.0005408986,0.0002828795,0.001182726,0.0001308727,0.0001786107],"category_scores_gemma":[0.00003390313,0.00002623063,0.0000917712,0.0002992221,0.00005818834,0.0003341963,0.0001766812,0.0005915841,0.00002225251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001869897,"about_ca_system_score_gemma":0.000006465765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001175688,"about_ca_topic_score_gemma":0.007851337,"domain_scores_codex":[0.9986206,0.0002781594,0.0003806118,0.000126112,0.0003302651,0.0002642531],"domain_scores_gemma":[0.999189,0.0001374672,0.0003979371,0.00007444108,0.0001262331,0.00007495661],"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":[0.00005855274,0.00009044456,0.02489211,0.000005330953,0.00001483789,0.000002092258,0.0008793903,0.000005244687,0.9150403,0.002901269,0.04326574,0.01284465],"study_design_scores_gemma":[0.0002129232,0.0001292706,0.504074,0.00007059732,0.00001373655,0.0001789177,0.00378697,0.0000367359,0.001449816,0.001484653,0.4884119,0.0001504427],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813648,0.0001219606,1.178647e-7,0.003555581,0.01043646,0.0007135779,0.0000288439,0.000009095279,0.003769493],"genre_scores_gemma":[0.9524696,0.00003365236,0.000008178282,0.00007288325,0.04729253,0.00003503402,0.0000179712,7.641031e-7,0.00006934805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9135905,"threshold_uncertainty_score":0.438123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02025739900290033,"score_gpt":0.2389896863310406,"score_spread":0.2187322873281402,"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."}}