{"id":"W1996407224","doi":"10.1080/09593332508618384","title":"Biodegradation of Red B Dye by<i>Bacillus Sp. OY1-2</i>","year":2004,"lang":"en","type":"article","venue":"Environmental Technology","topic":"Enzyme-mediated dye degradation","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Biodegradation; Anoxic waters; Biosorption; Chemistry; Degradation (telecommunications); Wastewater; Chromatography; Pulp and paper industry; Nuclear chemistry; Microbiology; Environmental engineering; Environmental chemistry; Organic chemistry; Biology; Adsorption; Sorption; Environmental science","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":[0.0002277146,0.0006816124,0.000662399,0.0002328462,0.0001873299,0.0003638013,0.0002854507,0.0004681727,0.0006586463],"category_scores_gemma":[0.0002731945,0.0001981126,0.000350969,0.0003033844,0.0001820636,0.0002145415,0.0003505288,0.0004246726,0.0002762124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003457862,"about_ca_system_score_gemma":0.0004100357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004827982,"about_ca_topic_score_gemma":0.004433062,"domain_scores_codex":[0.999703,0.00003770973,0.0000317909,0.00005000237,0.00009205144,0.00008544374],"domain_scores_gemma":[0.9998492,0.00003082706,0.00004708812,0.00001268354,0.00002774649,0.0000324536],"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":[0.0002169134,0.0001069486,0.0006171048,0.0000798537,0.000007811938,0.00004850347,0.00001733472,0.0001768774,0.9969965,0.0000200669,0.0000201026,0.001691926],"study_design_scores_gemma":[0.0000285566,0.001642484,0.005198481,0.00001172199,0.00002441635,0.000128005,0.0000370319,0.0007681389,0.9915679,0.00001251122,0.0005710673,0.000009640322],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985551,0.0003839354,0.0004505248,0.00002951419,0.000008137195,0.00002173369,0.0001269987,0.00002110928,0.0004029693],"genre_scores_gemma":[0.9932901,0.0007830266,0.003451324,0.00003286423,0.000006012167,0.00002606562,0.0007062357,0.00001427426,0.001690046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004827982,"threshold_uncertainty_score":0.009599745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005106613713116366,"score_gpt":0.1663977896623487,"score_spread":0.1612911759492323,"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."}}