{"id":"W1495394731","doi":"10.1002/9781118804407.ch68","title":"Biosorption of Heavy Metal Ions from Wastewater by Streptomyces Viridosporus","year":2003,"lang":"en","type":"other","venue":"","topic":"Adsorption and biosorption for pollutant removal","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Biosorption; Wastewater; Metal ions in aqueous solution; Metal; Heavy metals; Streptomyces; Environmental science; Environmental chemistry; Chemistry; Nuclear chemistry; Environmental engineering; Materials science; Metallurgy; Biology; Adsorption; Physical 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":[0.0001396567,0.000552976,0.0003794066,0.0002333095,0.0002527375,0.0003682856,0.0002557069,0.0001788514,0.001143701],"category_scores_gemma":[0.0001644992,0.0002115448,0.0003060671,0.0003927527,0.0001087,0.000190735,0.0003233945,0.0004316062,0.0006804139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002511073,"about_ca_system_score_gemma":0.0004102165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002625254,"about_ca_topic_score_gemma":0.002635603,"domain_scores_codex":[0.9997491,0.00002668519,0.00002235793,0.00004178785,0.0001249028,0.00003514637],"domain_scores_gemma":[0.9999498,0.00001424821,0.000008261173,0.000006618621,0.00001274457,0.00000829705],"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":[0.00004797264,0.00002489604,0.000153948,0.00007340391,0.000003784111,0.00001846873,0.00001404955,0.00008388796,0.9956226,0.00003146444,0.00004696654,0.003878639],"study_design_scores_gemma":[0.000003867024,0.000107835,0.001988529,0.000005528474,0.000007487069,0.00002681639,0.00001670229,0.000134752,0.9967103,0.00001817881,0.0009772805,0.00000257821],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852117,0.002063483,0.004450806,0.0001304465,0.00006709595,0.00004784734,0.0008356037,0.000178858,0.007014135],"genre_scores_gemma":[0.9591717,0.00425913,0.007400436,0.0001130199,0.00003531824,0.0000645311,0.002904415,0.0001120729,0.02593933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002625254,"threshold_uncertainty_score":0.005219877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006830893622061449,"score_gpt":0.2065105091510229,"score_spread":0.1996796155289614,"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."}}