{"id":"W2804820596","doi":"10.7939/r39z90j97","title":"Biodegradation of Fat, Oil, and Grease (FOG) in Wet Wells","year":2014,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grease; Biodegradation; Environmental science; Petroleum; Waste management; Petroleum engineering; Environmental chemistry; Environmental engineering; Chemistry; Geology; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002633392,0.0002992769,0.0001905599,0.0002745444,0.0002398355,0.0005331618,0.0002729196,0.0002537216,0.0003878259],"category_scores_gemma":[0.0001565084,0.00009603792,0.0002431839,0.0002440189,0.0001803357,0.0001586594,0.0002117135,0.0002249112,0.0001469041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007175903,"about_ca_system_score_gemma":0.0006014695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05790717,"about_ca_topic_score_gemma":0.09725935,"domain_scores_codex":[0.9997894,0.00002090542,0.00001489073,0.00003012129,0.00008242454,0.00006215509],"domain_scores_gemma":[0.9999089,0.00001479703,0.00002739426,0.000004722088,0.00002742952,0.0000166912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000129597,0.00007789976,0.00394371,0.00009116721,0.000006676277,0.00014445,0.0000965357,0.00047944,0.988152,0.00004009068,0.00006133468,0.006777098],"study_design_scores_gemma":[0.00001167027,0.001045906,0.05148716,0.00003322743,0.00002344699,0.0001392217,0.0003284565,0.002032202,0.943456,0.00003887645,0.001387933,0.00001588489],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979872,0.0002855766,0.0007651594,0.00002209177,0.000003670463,0.00002505179,0.00009911521,0.0000186168,0.0007934871],"genre_scores_gemma":[0.9943255,0.0006550419,0.002750862,0.00002324152,0.000001705729,0.00001716032,0.0002154707,0.000006032598,0.002005091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05790717,"threshold_uncertainty_score":0.1151402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003934050136111396,"score_gpt":0.1454425799014052,"score_spread":0.1415085297652938,"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."}}