{"id":"W1484213299","doi":"10.51847/nvpxyne","title":"10.51847/NVpxynE","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diesel fuel; Bioremediation; Pollutant; Pollution; Environmental science; Environmental chemistry; Biodegradation; Soil contamination; Contamination; Petroleum; Bacteria; Pulp and paper industry; Chemistry; Waste management; Environmental engineering; Biology; Ecology; Engineering; Organic chemistry","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":[0.0004743336,0.001219941,0.0006113604,0.001553959,0.0009198302,0.002602535,0.001239578,0.002031934,0.9471798],"category_scores_gemma":[0.0008761775,0.0004353912,0.0005001635,0.001177103,0.0007830574,0.001771668,0.002109536,0.001000904,0.9518102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008437671,"about_ca_system_score_gemma":0.0005836249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002215586,"about_ca_topic_score_gemma":0.002058903,"domain_scores_codex":[0.999624,0.00003009897,0.00002979319,0.0001265573,0.0001285052,0.00006108585],"domain_scores_gemma":[0.999395,0.00009993967,0.00004021219,0.0001072823,0.0001767951,0.0001806403],"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":[0.0003411001,0.0003297222,0.002031834,0.0003810693,0.00002328059,0.0003995445,0.0001280699,0.0006261662,0.01415178,0.006792081,0.1318351,0.8429602],"study_design_scores_gemma":[0.0000576967,0.0001159486,0.001699349,0.0002469253,0.00001259304,0.0006883506,0.0001271271,0.0007516347,0.002985372,0.00147601,0.9918194,0.00001960476],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003710605,0.0007432399,0.004172126,0.000656068,0.0008416504,0.0001302959,0.001871251,0.00185716,0.9860178],"genre_scores_gemma":[0.005153,0.0002610649,0.001350548,0.0002491329,0.00005453572,0.00005350131,0.001509804,0.0002591989,0.9911091],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05282021,"threshold_uncertainty_score":0.07534152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004159473885905426,"score_gpt":0.1602281775293729,"score_spread":0.1560687036434675,"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."}}