{"id":"W2110230861","doi":"10.5194/bg-11-4251-2014","title":"Physical controls on CH <sub>4</sub> emissions from a newly flooded subtropical freshwater hydroelectric reservoir: Nam Theun 2","year":2014,"lang":"en","type":"article","venue":"Biogeosciences","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"GDG Environnement","funders":"Electricité de France; Hydro-Québec","keywords":"Environmental science; Daytime; Dry season; Subtropics; Atmospheric sciences; Methane; Hydrology (agriculture); Water level; Ammonia; Animal science; Chemistry; Ecology; Geology; Geography; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001069302,0.0001791682,0.0002062252,0.0001836852,0.0003666013,0.0003930516,0.000181453,0.0001542727,0.0004541037],"category_scores_gemma":[0.0001718322,0.000156599,0.0001133334,0.0002865851,0.0003045395,0.0003309727,0.0003455108,0.0001600253,0.00007473497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003873384,"about_ca_system_score_gemma":0.0002329548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008791026,"about_ca_topic_score_gemma":0.01973676,"domain_scores_codex":[0.9999529,0.00000890853,0.000003073481,0.00001472607,0.00001061983,0.000009794982],"domain_scores_gemma":[0.9998957,0.00001592646,0.00003648222,0.000007097191,0.00002237362,0.00002238372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000344335,0.00007312537,0.7659019,0.00006116745,0.00007072809,0.0004585901,0.0009312769,0.0009819869,0.2232962,0.0001022463,0.00009248331,0.007685944],"study_design_scores_gemma":[0.000002912912,0.00002824186,0.9952635,0.000002152766,0.000008556185,0.00003938688,0.0002838003,0.001278691,0.002878287,0.00001914369,0.0001907183,0.000004784047],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996978,0.00001218179,0.0000529149,0.000004919266,7.069831e-7,0.000001372536,0.00003758991,0.000001996542,0.0001905401],"genre_scores_gemma":[0.9997404,0.00001387341,0.00008909674,0.000004568638,0.00000124027,0.000003478495,0.000055672,0.000001308228,0.00009036207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008791026,"threshold_uncertainty_score":0.01747972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006475318551013654,"score_gpt":0.2008722740952923,"score_spread":0.1943969555442786,"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."}}