{"id":"W7112526410","doi":"","title":"Bacterial Coculture as a Sustainable Tool for Benzene-Toluene-Ethylbenzene and Xylene (BTEX) Biodegradation","year":2024,"lang":"","type":"article","venue":"Lirias (KU Leuven)","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biodegradation; Bacteria; Xylene; Degradation (telecommunications); Cometabolism","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005827008,0.0004756856,0.0003583905,0.0006812013,0.000558046,0.001770104,0.0004092069,0.0009529609,0.007729023],"category_scores_gemma":[0.0004388543,0.0001287661,0.0003661853,0.0008541421,0.0003953254,0.0005438075,0.0006341127,0.0002586907,0.002837853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000439622,"about_ca_system_score_gemma":0.0006487169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002140495,"about_ca_topic_score_gemma":0.002606126,"domain_scores_codex":[0.9994774,0.0001465938,0.00004428336,0.0000666066,0.0001844542,0.00008060882],"domain_scores_gemma":[0.9996765,0.00006331307,0.00004216381,0.00003319362,0.0001361497,0.00004873223],"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":[0.0005259357,0.0002114341,0.001133932,0.0006992345,0.00004644114,0.000415023,0.0000583689,0.0001926004,0.9505379,0.0004107991,0.00107009,0.04469825],"study_design_scores_gemma":[0.00002297012,0.001233678,0.005386821,0.0001479387,0.0001315952,0.0004466673,0.0002302346,0.0008628095,0.9612248,0.0001185053,0.03016837,0.00002569934],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8962414,0.06046014,0.005550933,0.001736298,0.00139103,0.0001207553,0.001743322,0.0003315647,0.03242452],"genre_scores_gemma":[0.9414123,0.02137407,0.005252799,0.0002552452,0.0002251417,0.00007134549,0.001609054,0.0000846253,0.02971542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007729023,"threshold_uncertainty_score":0.02585614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008924168760822287,"score_gpt":0.239680118053498,"score_spread":0.2307559492926758,"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."}}