{"id":"W4307896352","doi":"10.1029/2022jg006844","title":"Salt‐Induced Flocculation of Dissolved Organic Matter and Iron Is Controlled by Their Concentration and Ratio in Boreal Coastal Systems","year":2022,"lang":"en","type":"article","venue":"Journal of Geophysical Research Biogeosciences","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Ocean Frontier Institute","keywords":"Flocculation; Dissolved organic carbon; Salinity; Environmental chemistry; Organic matter; Particulates; Estuary; Environmental science; Chemistry; Total organic carbon; Oceanography; Environmental engineering; Geology","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":[0.0001722912,0.0002359987,0.0002040496,0.0002914259,0.0004879015,0.0003768072,0.0002320793,0.0001929939,0.0002390394],"category_scores_gemma":[0.0002087457,0.0001823144,0.0002386771,0.0001751544,0.0002999705,0.0002656365,0.0002615362,0.000159749,0.00005054219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004867539,"about_ca_system_score_gemma":0.0002532085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02746311,"about_ca_topic_score_gemma":0.04135539,"domain_scores_codex":[0.999873,0.00001272234,0.00001522542,0.00005378643,0.00002420057,0.00002101746],"domain_scores_gemma":[0.9997407,0.00002098043,0.0001005177,0.00001475582,0.00006180958,0.0000612634],"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":[0.0003485564,0.00009993691,0.2229742,0.00004706364,0.00006530115,0.0001205986,0.0005142263,0.0002120664,0.7711709,0.00005955976,0.0001067498,0.004280829],"study_design_scores_gemma":[0.00000718071,0.0001388133,0.9901612,0.000001861363,0.0000166897,0.0000579263,0.0002042651,0.0003870933,0.008747137,0.00001425556,0.0002564141,0.000007167533],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997764,0.00002530638,0.00003982881,0.000005218274,0.000001091359,0.000002171867,0.0000385803,0.000003903326,0.0001075096],"genre_scores_gemma":[0.9996144,0.0000272197,0.0001557606,0.00001134605,0.000001145835,0.000003506392,0.00009282041,0.000001731858,0.00009194415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02746311,"threshold_uncertainty_score":0.0546065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850894766656354,"score_gpt":0.2567772289060108,"score_spread":0.2382682812394473,"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."}}