{"id":"W2058782580","doi":"10.1016/s0960-8524(01)00172-9","title":"Dye biosorption sites in Aspergillus niger","year":2002,"lang":"en","type":"article","venue":"Bioresource Technology","topic":"Enzyme-mediated dye degradation","field":"Agricultural and Biological Sciences","cited_by":275,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biosorption; Aspergillus niger; Chemistry; Congo red; Biomass (ecology); Aqueous solution; Nuclear chemistry; Food science; Organic chemistry; Adsorption; Biology; Sorption","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":[0.0001425078,0.0002809763,0.0001808846,0.0002406876,0.0002442554,0.0004847416,0.0002818575,0.0002669905,0.0006274691],"category_scores_gemma":[0.0002156435,0.0001516608,0.000171294,0.000179896,0.0001424169,0.0002877953,0.0002081215,0.0002650892,0.0002539428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003915504,"about_ca_system_score_gemma":0.0002380289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005151655,"about_ca_topic_score_gemma":0.003376803,"domain_scores_codex":[0.9998814,0.00001773551,0.000008706389,0.00002132833,0.00004041638,0.00003047761],"domain_scores_gemma":[0.9999037,0.00002954064,0.0000154177,0.000008882048,0.0000244403,0.00001808188],"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":[0.00008261392,0.00002138786,0.00031317,0.00002139935,0.000002663137,0.00005552993,0.00001890639,0.0002826955,0.9975336,0.0002085498,0.00001716561,0.001442392],"study_design_scores_gemma":[0.000005064882,0.00006784264,0.001290549,0.000004051445,0.000005957733,0.00008605353,0.00004422611,0.001781214,0.9963146,0.00006581193,0.0003314874,0.000003198649],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960966,0.0006164078,0.002041698,0.00003112819,0.00001127199,0.000005638504,0.00006217274,0.0000214451,0.0011137],"genre_scores_gemma":[0.9976885,0.0002336582,0.0006395727,0.000008138053,0.000001648857,0.000002242541,0.00006596104,0.000005241076,0.001355053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005151655,"threshold_uncertainty_score":0.01024336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02030008262203471,"score_gpt":0.189976066960008,"score_spread":0.1696759843379733,"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."}}