{"id":"W7008680441","doi":"","title":"Climate change mitigation and agriculture","year":2011,"lang":"en","type":"article","venue":"","topic":"Agroforestry and silvopastoral systems","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Climate change; Agriculture; Climate change mitigation; Greenhouse gas; Agroecology; Variety (cybernetics)","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":[0.00005529696,0.00005708874,0.00005736708,0.000001750314,0.0001008095,0.00001454708,0.00004758212,0.00005358139,0.0003246712],"category_scores_gemma":[0.000002284361,0.0000146271,0.00001937015,0.00007087125,0.00001881341,0.0001340927,0.00002456551,0.00003011372,0.00004238108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000249088,"about_ca_system_score_gemma":2.063626e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003302476,"about_ca_topic_score_gemma":0.0003448675,"domain_scores_codex":[0.999628,0.00001808941,0.00006828466,0.0001098057,0.00005142862,0.0001243672],"domain_scores_gemma":[0.9998786,0.000009534177,0.00002623924,0.00001353268,0.00001468854,0.0000574319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004090269,0.0001117651,0.5074543,0.00002495355,0.00001028292,0.00001364749,0.001429368,2.311133e-8,0.1977428,0.04192747,0.002173833,0.2490707],"study_design_scores_gemma":[0.00003207905,0.0001002903,0.9931245,0.00001087472,0.000003000042,0.00001119262,0.0004039418,0.000005687142,0.00271234,0.0004229051,0.003086092,0.00008706483],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845833,0.00007679936,5.608744e-7,0.000234361,0.0000551173,0.0001104834,0.000006409193,0.00005497816,0.01487795],"genre_scores_gemma":[0.9992964,0.00003137446,0.00004284519,0.0001528983,0.0002303353,0.00001520152,0.00001348284,1.571129e-7,0.0002173261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4856702,"threshold_uncertainty_score":0.3554921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04995314683125798,"score_gpt":0.1928539391964185,"score_spread":0.1429007923651605,"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."}}