{"id":"W2185582219","doi":"10.2136/sssaspecpub57.2ed.c4","title":"Influence of Climate and Land Use Change on Carbon in Agriculture, Forest, and Peatland Ecosystems across Canada","year":2009,"lang":"en","type":"book-chapter","venue":"SSSA special publication series","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Agriculture and Agri-Food Canada; Canadian Forest Service","funders":"","keywords":"Environmental science; Climate change; Ecosystem; Peat; Wetland; Land use; Land use, land-use change and forestry; Agroforestry; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001164828,0.0002250137,0.0001340308,0.001170551,0.002129832,0.001712428,0.000337172,0.0001838135,0.003458099],"category_scores_gemma":[0.0002736055,0.0001019272,0.0002239876,0.003249772,0.000585071,0.0003067275,0.0003855812,0.000314539,0.0001977876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03722874,"about_ca_system_score_gemma":0.03011523,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9918137,"about_ca_topic_score_gemma":0.9984213,"domain_scores_codex":[0.9998547,0.000005954457,0.000002500493,0.00001329878,0.00008552804,0.00003800492],"domain_scores_gemma":[0.9998887,0.00001645273,0.00000595123,0.000001970974,0.00006474194,0.0000222596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001241127,0.00004538258,0.1125881,0.0008749045,0.000128758,0.002143578,0.01711561,0.01272358,0.008048556,0.08394331,0.1218207,0.6404434],"study_design_scores_gemma":[0.000007715885,0.00001796529,0.4288118,0.0005465484,0.00007500531,0.0004771778,0.007276309,0.002313851,0.001536723,0.004561231,0.5543123,0.00006327161],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3986581,0.09557054,0.001057516,0.005570665,0.0003831018,0.00004850352,0.004295514,0.000177784,0.4942383],"genre_scores_gemma":[0.7855054,0.06794845,0.001872269,0.000456339,0.00006023022,0.00001719255,0.001672943,0.00006813818,0.142399],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03722874,"threshold_uncertainty_score":0.2701147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01107887387527741,"score_gpt":0.2050231338365049,"score_spread":0.1939442599612275,"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."}}