{"id":"W2441787701","doi":"10.2166/wqrj.2004.027","title":"Cadmium Biosorption by S. fluitans: Treatment, Resilience and Uptake Relative to Other Sargassum spp. and Brown Algae","year":2004,"lang":"en","type":"article","venue":"Water Quality Research Journal","topic":"Adsorption and biosorption for pollutant removal","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Sorption; Sargassum; Cadmium; Brown algae; Biosorption; Chemistry; Environmental chemistry; Leaching (pedology); Algae; Metal; Botany; Adsorption; Ecology; Biology; Organic chemistry; Soil water","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":[0.0002308795,0.0003421475,0.0003469746,0.0003154465,0.0002659819,0.0004421879,0.0002002803,0.0002297758,0.0006811847],"category_scores_gemma":[0.0002397232,0.0001433997,0.0002818655,0.0001767539,0.0002467885,0.0002764321,0.0004463917,0.0002407193,0.0001509199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002912129,"about_ca_system_score_gemma":0.000226378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004444167,"about_ca_topic_score_gemma":0.005185429,"domain_scores_codex":[0.9998612,0.00002271564,0.00001981357,0.00004305445,0.00002690469,0.00002623846],"domain_scores_gemma":[0.9998496,0.00003275278,0.00002758844,0.00001747147,0.00003585893,0.00003678675],"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":[0.0002283746,0.00005301187,0.005038532,0.00004118144,0.00001154211,0.00004480224,0.00004189295,0.0001389958,0.9925586,0.00002399482,0.00001276298,0.001806258],"study_design_scores_gemma":[0.00002641947,0.002715928,0.1249639,0.00001334318,0.00005966167,0.0003415259,0.0003394197,0.001652011,0.8686852,0.00006335985,0.001119916,0.00001931198],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996229,0.00006528907,0.00007016188,0.00001104414,0.000001628631,0.000003928385,0.00003620721,0.000004440423,0.0001841913],"genre_scores_gemma":[0.9985749,0.000104041,0.0004243329,0.0000234871,0.000002562369,0.000010295,0.0002451741,0.000003862143,0.0006113903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004444167,"threshold_uncertainty_score":0.008836627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06364441801210569,"score_gpt":0.3596339430707082,"score_spread":0.2959895250586025,"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."}}