{"id":"W2057595146","doi":"10.1002/jctb.926","title":"Filtration of zinc ions utilising pretreated <i>Streptomyces rimosus</i> biomass","year":2003,"lang":"en","type":"article","venue":"Journal of Chemical Technology & Biotechnology","topic":"Adsorption and biosorption for pollutant removal","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Chemistry; Zinc; Biosorption; Filtration (mathematics); Biomass (ecology); Chromatography; Cadmium; Pulp and paper industry; Nuclear chemistry; Adsorption; Organic chemistry; Sorption; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002665114,0.0002008285,0.0004125735,0.0004151144,0.00005668918,0.000008205709,0.0004822649,0.001047138,0.0007258398],"category_scores_gemma":[0.0004204889,0.0001656216,0.000174691,0.001345017,0.001439241,0.0001509047,0.0001206541,0.0005858397,0.00004778935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001383476,"about_ca_system_score_gemma":0.00003588104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005284555,"about_ca_topic_score_gemma":0.000002588622,"domain_scores_codex":[0.9983036,0.00004425818,0.0007831966,0.0002630836,0.0002819385,0.0003239607],"domain_scores_gemma":[0.9987516,0.00004065295,0.0007443444,0.0003307415,0.00005346713,0.00007917096],"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":[0.0000299798,0.0001761661,0.005699259,0.000005655449,0.00003687475,0.00001771071,0.00001131786,0.000003067632,0.9830965,0.004016457,0.0005068197,0.006400215],"study_design_scores_gemma":[0.0005686574,0.0002495059,0.0002372713,0.00002749787,0.00004178595,0.001023168,0.0001280051,0.00003645743,0.977817,0.006171654,0.01355008,0.0001489127],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936406,0.0001971986,0.001018968,0.003174951,0.0001427013,0.0001051204,0.000008527767,0.0001467464,0.001565187],"genre_scores_gemma":[0.9932842,0.00009409222,0.006465046,0.00005539752,0.00001505752,0.000001731236,0.000002150732,0.0000135019,0.00006882991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01304326,"threshold_uncertainty_score":0.8076491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008114995904706731,"score_gpt":0.2268838643517569,"score_spread":0.2187688684470501,"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."}}