{"id":"W6903140925","doi":"10.1021/acs.est.3c01782.s001","title":"High Voltage: The\\nMolecular Properties of Redox-Active\\nDissolved Organic Matter in Northern High-Latitude Lakes","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dissolved organic carbon; Methane; Organic matter; Water quality; Aquatic ecosystem; Anaerobic oxidation of methane","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":[0.000104763,0.0001309738,0.0001373449,0.0003844037,0.0005044494,0.0006184947,0.0001385592,0.0002059122,0.0005341738],"category_scores_gemma":[0.0001783995,0.00009562942,0.0001039364,0.000477295,0.0002562712,0.0003057422,0.0002413246,0.0001655044,0.0001456071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007249374,"about_ca_system_score_gemma":0.0003405749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06695419,"about_ca_topic_score_gemma":0.08084501,"domain_scores_codex":[0.9999143,0.000005763549,0.000003985529,0.00003094973,0.00002714928,0.00001793151],"domain_scores_gemma":[0.9999143,0.00001044339,0.00002173925,0.00000284669,0.00003836615,0.00001234783],"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":[0.000293216,0.00003638955,0.4607306,0.0001349614,0.00006424818,0.0001855066,0.0009375166,0.0007995729,0.5228146,0.0002250862,0.000208883,0.0135695],"study_design_scores_gemma":[0.00000277579,0.00003695611,0.9602534,0.000008233475,0.00001978894,0.00009000996,0.0004414385,0.002034774,0.03598214,0.00007078194,0.001046811,0.00001296748],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985669,0.0002458697,0.0002398223,0.0000128446,0.000001212788,0.000001689228,0.000236175,0.0000114929,0.0006839556],"genre_scores_gemma":[0.9988471,0.000102639,0.0003445903,0.00001253665,0.000001774468,0.000002939514,0.000250688,0.000004240504,0.0004333789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06695419,"threshold_uncertainty_score":0.1331289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01593568322872072,"score_gpt":0.1810663043042569,"score_spread":0.1651306210755362,"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."}}