{"id":"W2891247045","doi":"10.7930/soccr2.2018.ch15","title":"Chapter 15: Tidal Wetlands and Estuaries. Second State of the Carbon Cycle Report","year":2018,"lang":"en","type":"report","venue":"","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Carbon cycle; Estuary; Environmental science; Carbon fibers; State (computer science); Wetland; Connection (principal bundle); Oceanography; Climatology; Ecology; Geology; Engineering; Biology; Ecosystem; Computer science","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":[0.0009613544,0.001389371,0.0003907972,0.003073172,0.0006353253,0.002264345,0.001311451,0.001192124,0.0717142],"category_scores_gemma":[0.001687476,0.0003665167,0.0005342598,0.004383539,0.0002929865,0.001639889,0.001451369,0.001259,0.03956322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001230215,"about_ca_system_score_gemma":0.004944158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03038368,"about_ca_topic_score_gemma":0.03286142,"domain_scores_codex":[0.9989669,0.00005365682,0.00006232664,0.00008091453,0.0007492848,0.00008689558],"domain_scores_gemma":[0.9988024,0.0001676646,0.0001617082,0.0001086388,0.0006223754,0.0001372618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002456039,0.00007557841,0.0008616661,0.0004700903,0.000007447046,0.00004288169,0.00007074089,0.000378082,0.0004135713,0.006687596,0.9074403,0.08352752],"study_design_scores_gemma":[0.000005198716,0.00001115816,0.00289677,0.0003338981,0.000004363882,0.00003069351,0.00004560524,0.00006008214,0.0003342476,0.001206885,0.9950658,0.000005368531],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0028377,0.0416696,0.006373774,0.007865506,0.01056975,0.001317444,0.1948779,0.002113874,0.7323744],"genre_scores_gemma":[0.01472,0.06744586,0.007601442,0.002193525,0.003850181,0.001486324,0.1719797,0.0008751976,0.7298478],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0717142,"threshold_uncertainty_score":0.2399079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01040891189690061,"score_gpt":0.2283113276779906,"score_spread":0.21790241578109,"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."}}