{"id":"W4396982818","doi":"10.2139/ssrn.4831324","title":"Natural Organic Matter (Nom) Can Increase the Uptake Fluxes of Three Critical Metals (Ga, La, Pt) in a Unicellular Green Alga","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Radioactive element chemistry and processing","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University; GDG Environnement","funders":"","keywords":"Natural organic matter; Organic matter; Algae; Environmental chemistry; Natural (archaeology); Chemistry; Heavy metals; Botany; Biology; Paleontology; Organic chemistry","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":[0.0001308481,0.0002778897,0.0003051086,0.0001178131,0.0002368594,0.0005051185,0.0002944222,0.0004613764,0.0008242893],"category_scores_gemma":[0.0002194921,0.0001710904,0.0002399619,0.0001878947,0.0002911116,0.0003258195,0.0003514629,0.0003858636,0.0002586088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005505854,"about_ca_system_score_gemma":0.000319943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006837063,"about_ca_topic_score_gemma":0.005254458,"domain_scores_codex":[0.9998991,0.0000165952,0.000007067328,0.00003151438,0.00001842803,0.00002726432],"domain_scores_gemma":[0.9998388,0.00007486653,0.00002033612,0.00001652006,0.00002234374,0.00002703443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003994216,0.00003395252,0.0009826609,0.0001049911,0.000009986897,0.00008366945,0.0000513291,0.0001648125,0.9962628,0.0001759937,0.00008898951,0.001641295],"study_design_scores_gemma":[0.00003072008,0.000355905,0.01778511,0.000009907361,0.00004103137,0.0001522579,0.0002255817,0.004008495,0.9739549,0.0002561791,0.003160773,0.00001923562],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984176,0.0003106795,0.0004072228,0.0000622454,0.00001851588,0.000004244486,0.0001411284,0.00002970838,0.0006085364],"genre_scores_gemma":[0.9974812,0.0001749624,0.0005603636,0.00003571836,0.000003578953,0.000003749087,0.0001593525,0.00002077846,0.001560293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006837063,"threshold_uncertainty_score":0.01359457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009138408737104173,"score_gpt":0.252168950797135,"score_spread":0.2430305420600308,"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."}}