{"id":"W4365812561","doi":"10.1016/j.algal.2023.103111","title":"Biosorption of lanthanum by acidophile Euglena mutabilis biofilms and the role of extracellular polymeric substances","year":2023,"lang":"en","type":"article","venue":"Algal Research","topic":"Geochemistry and Elemental Analysis","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; McLean Foundation","keywords":"Extracellular polymeric substance; Adsorption; Biosorption; Biofilm; Euglena; Chlorella sorokiniana; Lanthanum; Chemistry; Kinetics; Chemical engineering; Nuclear chemistry; Sorption; Botany; Inorganic chemistry; Biology; Algae; Organic chemistry; Bacteria; Biochemistry; Chlorella","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":[0.0002490394,0.0002725729,0.000190264,0.0002090594,0.0002811192,0.0006082718,0.000228809,0.0004074358,0.0003721611],"category_scores_gemma":[0.0003341187,0.0001159614,0.0001855729,0.0001633986,0.0002038969,0.0004206556,0.0005233011,0.0003027086,0.0001034428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003955092,"about_ca_system_score_gemma":0.0003980353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006282163,"about_ca_topic_score_gemma":0.00440949,"domain_scores_codex":[0.9998302,0.00003072094,0.00001028197,0.0000279639,0.00004978205,0.00005091888],"domain_scores_gemma":[0.9999031,0.00002748878,0.00002066334,0.000005612219,0.00002756304,0.00001560385],"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":[0.0001408446,0.00001889099,0.001267252,0.00002998853,0.000006978179,0.000042959,0.00006391417,0.00009453861,0.9967201,0.00008651976,0.00001813407,0.001509857],"study_design_scores_gemma":[0.00002569668,0.0005570836,0.03824006,0.00001973452,0.00004501872,0.0002076479,0.0009189005,0.003032664,0.9553633,0.0002449857,0.001324631,0.0000201729],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991294,0.000257171,0.0002147658,0.00004104808,0.000004817538,0.000002374393,0.00003550173,0.000003671024,0.0003113627],"genre_scores_gemma":[0.9987915,0.0002243858,0.0002995087,0.00001175997,0.000002819735,0.000002701645,0.0000487493,0.000002469445,0.0006160242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006282163,"threshold_uncertainty_score":0.01249117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0167433344294894,"score_gpt":0.255880513961281,"score_spread":0.2391371795317916,"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."}}