{"id":"W7057068107","doi":"","title":"High sensitivity of peat decomposition to climate change through water-table feedback","year":2009,"lang":"en","type":"article","venue":"Digital Access to Scholarship at Harvard (DASH) (Harvard University)","topic":"Magnetic Field Sensors Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peat; Soil carbon; Water table; Decomposition; Biogeochemistry; Carbon fibers; Total organic carbon; Soil organic matter","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002220079,0.0003267976,0.0003070561,0.0002153254,0.000432307,0.0006937523,0.0003932115,0.000580351,0.001128349],"category_scores_gemma":[0.001171209,0.0002343685,0.0003671892,0.0001796127,0.000569872,0.000584811,0.0003965875,0.0003153699,0.00008810316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001768377,"about_ca_system_score_gemma":0.001485783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1491772,"about_ca_topic_score_gemma":0.1009046,"domain_scores_codex":[0.9999205,0.00001762357,0.000003561164,0.000016743,0.000009612,0.00003189616],"domain_scores_gemma":[0.9997885,0.00007265731,0.00002813462,0.00001762694,0.00003182159,0.00006129011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0001566584,0.000101815,0.04923041,0.00004185146,0.00009190456,0.0002755514,0.0001096659,0.9270087,0.01854766,0.001463228,0.0004225085,0.002550024],"study_design_scores_gemma":[0.00009368283,0.00006798322,0.03279177,0.000007803779,0.00003768416,0.00004890021,0.0001417408,0.9625596,0.002528139,0.001333144,0.0003625266,0.00002696784],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969326,0.00003272382,0.001404296,0.0001294934,0.000009245066,0.000006562539,0.00008858922,0.00006042862,0.001335907],"genre_scores_gemma":[0.9996061,0.00002005798,0.0001640455,0.00001357645,9.778078e-7,0.000003160387,0.00003026656,0.000006400647,0.0001555399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1491772,"threshold_uncertainty_score":0.2966179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02146088830799269,"score_gpt":0.2409127677863458,"score_spread":0.2194518794783531,"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."}}