{"id":"W4383504055","doi":"10.1016/b978-0-12-822974-3.00264-0","title":"Soil respiration","year":2023,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Soil respiration; Environmental science; Respiration; Carbon cycle; Soil carbon; Carbon fibers; Atmosphere (unit); Cycling; Soil science; Ecology; Soil water; Forestry; Ecosystem; Geography; Biology; Botany; Meteorology; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0001543626,0.0009791529,0.0006224295,0.0008328524,0.0003629968,0.001178648,0.0007249829,0.0009625551,0.1023523],"category_scores_gemma":[0.0002182377,0.0004105483,0.0003878653,0.001206631,0.0002896053,0.001062229,0.0008115403,0.001058965,0.1202232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005352423,"about_ca_system_score_gemma":0.0004066107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002228357,"about_ca_topic_score_gemma":0.003194851,"domain_scores_codex":[0.9998769,0.000005323536,0.000004971384,0.00003761306,0.00006710185,0.000008060386],"domain_scores_gemma":[0.9999347,0.000008761127,0.000005238797,0.00001878266,0.00002423608,0.000008277285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004209263,0.0000367838,0.0003730339,0.0003939387,0.00001490643,0.0001225196,0.00008432802,0.0009442701,0.02188124,0.01102476,0.08738942,0.8776928],"study_design_scores_gemma":[0.00000856659,0.00002929697,0.002526172,0.0001502719,0.00001219243,0.0004802116,0.00003288397,0.0007579257,0.005784847,0.007379431,0.9828265,0.00001174747],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.004468098,0.04293617,0.02771351,0.001182251,0.00102028,0.00008541338,0.004394576,0.003733414,0.9144663],"genre_scores_gemma":[0.01088985,0.01278307,0.005116767,0.0002221465,0.0001497979,0.00004867074,0.002095956,0.0003577717,0.9683359],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1023523,"threshold_uncertainty_score":0.3424027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02892142515977487,"score_gpt":0.224379653597553,"score_spread":0.1954582284377782,"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."}}