{"id":"W4400419604","doi":"10.1038/s41598-024-66336-y","title":"Unlocking Cd(II) biosorption potential of Candida tropicalis XTA 1874 for sustainable wastewater treatment","year":2024,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Adsorption and biosorption for pollutant removal","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Division of Human Resource Development; Human Resource Development Group; Bose Institute; University of Calcutta","keywords":"Biosorption; Desorption; Nuclear chemistry; Aqueous solution; Langmuir adsorption model; Langmuir; Chemistry; Freundlich equation; Adsorption; Strain (injury); Environmental remediation; Microbiology; Environmental chemistry; Sorption; Contamination; Biology; 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":[0.0002262634,0.0005515532,0.000476369,0.0004222757,0.0002036105,0.0006638621,0.0004367043,0.0003621407,0.0008366801],"category_scores_gemma":[0.0002711588,0.0001501058,0.0004809829,0.0004540581,0.0001313629,0.0002167393,0.0003509456,0.0004586192,0.0002926744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001621324,"about_ca_system_score_gemma":0.0002347064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001574431,"about_ca_topic_score_gemma":0.002161292,"domain_scores_codex":[0.9997434,0.00003405772,0.00003136138,0.00005297669,0.00009718876,0.00004113563],"domain_scores_gemma":[0.9998853,0.00001311894,0.00002649869,0.00001436591,0.00003855081,0.00002217038],"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":[0.00005839325,0.00006139757,0.0002606744,0.00005794192,0.000005513316,0.00005934376,0.00001291594,0.0000890344,0.9973798,0.0000182587,0.00003121253,0.00196547],"study_design_scores_gemma":[0.00001788287,0.001196378,0.009570457,0.00002304951,0.0000523551,0.0002964252,0.00009520593,0.001276684,0.9850072,0.00002927736,0.002417928,0.00001724897],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965841,0.00085653,0.0009750418,0.0001166717,0.00002576592,0.00003661901,0.0004927667,0.00004501501,0.0008674435],"genre_scores_gemma":[0.988507,0.001132572,0.005790108,0.00006628418,0.00001160716,0.00008066242,0.001255898,0.0000296683,0.003126302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001574431,"threshold_uncertainty_score":0.003130555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00927958507471278,"score_gpt":0.2330094295150252,"score_spread":0.2237298444403124,"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."}}