{"id":"W7162035620","doi":"10.82308/31270","title":"From forest to lake: effect of hydroelectric reservoir impoundment on the net ecosystem exchange of carbon dioxide","year":2011,"lang":"en","type":"dissertation","venue":"","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Eddy covariance; Hydrology (agriculture); Carbon dioxide; Ecosystem; Taiga; Hydroelectricity; Carbon sink; Flux (metallurgy)","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":[0.0001295923,0.000108158,0.0001358846,0.0001057405,0.000253416,0.0003009883,0.0001336286,0.000120907,0.0005692306],"category_scores_gemma":[0.0003545697,0.00007644659,0.0001293896,0.0001182482,0.000195038,0.0001982817,0.0001966238,0.0001569928,0.00005262863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000702937,"about_ca_system_score_gemma":0.0005403293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06032072,"about_ca_topic_score_gemma":0.1776425,"domain_scores_codex":[0.9999403,0.00001035411,0.00000268912,0.0000124324,0.00001076169,0.0000234152],"domain_scores_gemma":[0.9997036,0.00008194253,0.00006848892,0.00001191275,0.00005827326,0.00007576183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001643362,0.0002020987,0.9122762,0.00003918228,0.00007837851,0.0005840053,0.00036719,0.001720547,0.07243068,0.00005351529,0.0002084959,0.0103964],"study_design_scores_gemma":[0.000002603765,0.00007767556,0.9982916,0.000001202076,0.000006330448,0.00002916709,0.0001060816,0.0005008004,0.0009089078,0.000006455132,0.00006707115,0.000002055997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998108,0.0000113145,0.00001770399,0.00000613353,5.482696e-7,9.677696e-7,0.00002777062,0.000001425734,0.000123351],"genre_scores_gemma":[0.9996791,0.00001783919,0.00004497062,0.00001024499,8.555152e-7,0.000001930034,0.00007235551,0.000001067374,0.0001716473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06032072,"threshold_uncertainty_score":0.1199392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00967844014001237,"score_gpt":0.1998607824352477,"score_spread":0.1901823422952353,"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."}}