{"id":"W4391874815","doi":"10.1139/er-2023-0074","title":"Dissolved black carbon in aquatic environments with an emphasis on lacustrine systems: a review","year":2024,"lang":"en","type":"review","venue":"Environmental Reviews","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"dBc; Environmental science; Carbon cycle; Carbon fibers; Earth science; Carbon black; Fluvial; Oceanography; Environmental chemistry; Ecology; Geology; Ecosystem; Chemistry; Structural basin; Materials science; Paleontology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0004713331,0.001019401,0.001227122,0.004080868,0.0003178923,0.001073194,0.0006096399,0.0008922822,0.003664064],"category_scores_gemma":[0.0008571885,0.0003247044,0.0006781381,0.004228978,0.0003600943,0.001310213,0.0006372906,0.0009916712,0.001381369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005232268,"about_ca_system_score_gemma":0.001684405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002327851,"about_ca_topic_score_gemma":0.003579209,"domain_scores_codex":[0.9998311,0.00002454377,0.00003278417,0.00003630151,0.00005701691,0.00001824615],"domain_scores_gemma":[0.9994816,0.0002501201,0.00009898505,0.00001178011,0.0001251318,0.00003234731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006375422,0.00008307651,0.0003484667,0.07103916,0.0001742414,0.0002315763,0.0001364398,0.0007147516,0.002424298,0.004444785,0.02557852,0.8947609],"study_design_scores_gemma":[0.000006871071,0.0001004872,0.001517168,0.01044999,0.0002428432,0.0008187465,0.0001032727,0.000105619,0.000572095,0.001395797,0.9846614,0.00002574167],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001330084,0.9989555,0.00006300722,0.0001145578,0.0001034123,0.000003113931,0.00002510768,0.000004489774,0.0005977749],"genre_scores_gemma":[0.0005498394,0.9989638,0.0001009251,0.00005624924,0.00006499927,0.000002991464,0.00002666726,9.298665e-7,0.0002335396],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004080868,"threshold_uncertainty_score":0.01225758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03755710564005568,"score_gpt":0.3107823483446452,"score_spread":0.2732252427045896,"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."}}