{"id":"W2161127204","doi":"10.1080/09593332708618727","title":"A New Rapid Technique for Screening the Potential of Implanted Microorganisms to Tolerate and Grow on Petroleum Oily Sludges","year":2006,"lang":"en","type":"article","venue":"Environmental Technology","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Bacillus cereus; Microorganism; Petroleum; Biodegradation; Chemistry; Pulp and paper industry; Extraction (chemistry); Microbiology; Food science; Environmental science; Waste management; Bacteria; Biology; Chromatography; Organic chemistry","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":[0.000122064,0.0001613932,0.0001570722,0.0000796459,0.0001204918,0.00001196841,0.0002465037,0.0001558087,0.0004749445],"category_scores_gemma":[0.000007514533,0.0001230565,0.0000430055,0.0001297599,0.0002379096,0.00004123533,0.0002128721,0.0001145882,0.00006995499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000585831,"about_ca_system_score_gemma":0.000003634139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007644795,"about_ca_topic_score_gemma":0.00003188057,"domain_scores_codex":[0.999048,0.00002019483,0.0002251737,0.0003156291,0.0001324112,0.0002586001],"domain_scores_gemma":[0.9996169,0.00002034988,0.0001015646,0.0002095844,0.000001165364,0.00005050057],"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":[0.00006143087,0.00004349696,0.003368018,0.000001923773,0.000006138058,0.000002049377,0.00001498227,0.00003945726,0.984238,0.00006348843,0.00246794,0.009693135],"study_design_scores_gemma":[0.0004898906,0.0003664532,0.02514672,0.000008285665,0.00001161982,0.00004395402,0.00008700608,0.00002539559,0.964807,0.0003528653,0.008509889,0.0001509129],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97903,0.00004996316,0.01688165,0.002896517,0.0000585865,0.0007289096,0.0001071803,0.00005623266,0.000191022],"genre_scores_gemma":[0.987307,0.00002358793,0.01189236,0.0003018118,0.00002866279,0.00002597955,0.0000219329,0.00001693531,0.0003817496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0217787,"threshold_uncertainty_score":0.5200309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003425320727689694,"score_gpt":0.1804415372211934,"score_spread":0.1770162164935037,"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."}}