{"id":"W2568783480","doi":"10.1371/journal.pone.0168393","title":"Lake Metabolism: Comparison of Lake Metabolic Rates Estimated from a Diel CO2- and the Common Diel O2-Technique","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Universität Konstanz; Deutsche Forschungsgemeinschaft","keywords":"Diel vertical migration; Water column; Respiration; Environmental science; Dissolved organic carbon; Environmental chemistry; Atmospheric sciences; Chemistry; Ecology; Biology; Geology; Botany","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":[0.0004096633,0.0004129545,0.0003619672,0.001166803,0.0002514976,0.0004964875,0.0002986188,0.0004698679,0.0007301102],"category_scores_gemma":[0.000778,0.0002308186,0.0003269045,0.001305711,0.0001937997,0.000851598,0.0006532802,0.0003342738,0.0003054526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003950448,"about_ca_system_score_gemma":0.0002968795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00223703,"about_ca_topic_score_gemma":0.00552943,"domain_scores_codex":[0.999712,0.0000291994,0.00002431627,0.00009284587,0.0001073203,0.00003423794],"domain_scores_gemma":[0.9995765,0.00008547433,0.0001535012,0.00005072635,0.00009911555,0.00003466853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001919682,0.00007450608,0.1310474,0.0004929582,0.0003032807,0.0001854706,0.0007451454,0.003641413,0.7827646,0.000709477,0.0005701879,0.07754592],"study_design_scores_gemma":[0.00005342118,0.0004263913,0.7049756,0.00003408177,0.0001867309,0.0004315205,0.0002210559,0.02022543,0.2666958,0.0003575547,0.006296266,0.00009617382],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762086,0.001169935,0.01632516,0.0000602305,0.000030465,0.00004361845,0.002150893,0.0001482836,0.003862811],"genre_scores_gemma":[0.9708609,0.001033585,0.02188969,0.00006998651,0.0000194778,0.0001659865,0.004195412,0.0001065615,0.001658539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00223703,"threshold_uncertainty_score":0.004447997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03722485340743977,"score_gpt":0.2332904832047712,"score_spread":0.1960656297973314,"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."}}