{"id":"W4406392193","doi":"10.1016/s0967-0653(98)82336-3","title":"10.1016/s0967-0653(98)82336-3","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Degradation (telecommunications); Crude oil; Environmental science; Microbial biodegradation; Oil spill; Chemistry; Pulp and paper industry; Environmental chemistry; Petroleum engineering; Biology; Environmental engineering; Geology; Microorganism; Engineering; Bacteria","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001242608,0.00283379,0.001996788,0.003132528,0.002291959,0.004001942,0.003552786,0.00538228,0.9893036],"category_scores_gemma":[0.00173122,0.001019328,0.001898378,0.002616938,0.002143397,0.005329826,0.003268888,0.002866483,0.991512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001159922,"about_ca_system_score_gemma":0.0009643859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003179,"about_ca_topic_score_gemma":0.002645865,"domain_scores_codex":[0.9993334,0.00004470411,0.00005962183,0.0002345353,0.0001924405,0.0001353025],"domain_scores_gemma":[0.9975827,0.0006366376,0.0001775827,0.0002466047,0.0005394222,0.0008170668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004629191,0.0002917558,0.0007240088,0.0007768797,0.00005534715,0.0003048809,0.0001368864,0.0004267483,0.002902921,0.005134283,0.3277246,0.6610588],"study_design_scores_gemma":[0.00006029652,0.0001325616,0.0005128018,0.0003166331,0.00001515012,0.0003812755,0.0001012063,0.0001762176,0.000392218,0.0005711957,0.9973162,0.00002424174],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004871089,0.0005499288,0.0009509787,0.0004593473,0.0003887179,0.0001348928,0.000630688,0.0008609383,0.9955376],"genre_scores_gemma":[0.000489431,0.0002348752,0.000392696,0.0001812692,0.00007821171,0.00005864455,0.000296133,0.0001278253,0.9981409],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01069641,"threshold_uncertainty_score":0.01525706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004888810462803884,"score_gpt":0.1606876921511469,"score_spread":0.1557988816883431,"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."}}