{"id":"W2187326306","doi":"10.82308/47670","title":"Carbon and water vapour exchange in a temperate fresh water marsh","year":2013,"lang":"en","type":"article","venue":"Open MIND","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Marsh; Temperate climate; Environmental science; Carbon fibers; Oceanography; Wetland; Ecology; Geology; Biology; Mathematics","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":[0.0001178928,0.0001399459,0.0001686889,0.00042961,0.0005609845,0.0004033621,0.0002860459,0.0001841024,0.0003153617],"category_scores_gemma":[0.0002310447,0.0001425718,0.0001673967,0.0005147367,0.000396554,0.0001986659,0.0002777499,0.000137014,0.00007449376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002103896,"about_ca_system_score_gemma":0.0009866684,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5539615,"about_ca_topic_score_gemma":0.7365317,"domain_scores_codex":[0.9999192,0.000007287219,0.000005056801,0.0000276423,0.00001662251,0.00002428811],"domain_scores_gemma":[0.9998399,0.00002274331,0.00003050435,0.0000112437,0.00003969649,0.0000559082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002333127,0.0000914541,0.9471745,0.00002108759,0.00005040066,0.0003994111,0.001026599,0.001180605,0.04575992,0.00007536136,0.0001133636,0.003873931],"study_design_scores_gemma":[0.000001992369,0.000017624,0.9988794,7.709668e-7,0.000003602186,0.00002632003,0.0001555992,0.0005497683,0.0002794512,0.000004997726,0.00007676222,0.00000360854],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999821,0.000005437153,0.00001704077,0.000002400819,2.125718e-7,0.000001327191,0.00006862806,0.000001603667,0.00008233098],"genre_scores_gemma":[0.9996159,0.00001045211,0.00009853455,0.000003084264,3.119991e-7,0.000002332966,0.0001427678,8.672223e-7,0.0001257375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5539615,"threshold_uncertainty_score":0.8973306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01186426851807445,"score_gpt":0.2133314989779126,"score_spread":0.2014672304598382,"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."}}