{"id":"W3165095190","doi":"10.11159/rtese21.001","title":"Value Added Utilization of Petroleum Sludge Waste","year":2021,"lang":"en","type":"article","venue":"Proceedings of the International Conference of Recent Trends in Environmental Science and Engineering","topic":"Phosphorus and nutrient management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Petroleum; Waste management; Environmental science; Value (mathematics); Computer science; Engineering; Geology","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":[0.0002852367,0.00008429922,0.0001125709,0.00009853653,0.000028382,0.00001658744,0.0004224169,0.00002166543,0.0004879058],"category_scores_gemma":[0.00005568475,0.0000709719,0.00003040188,0.0004216148,0.0002697284,0.0003143222,0.0005586936,0.00006210912,7.37463e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001704343,"about_ca_system_score_gemma":0.000008928973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002788992,"about_ca_topic_score_gemma":0.000004125932,"domain_scores_codex":[0.9987493,0.000002043094,0.0002373307,0.0002103549,0.0006649667,0.0001360135],"domain_scores_gemma":[0.9997287,0.000008234256,0.0001343142,0.00006962743,0.00002262924,0.00003652136],"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":[0.00001534366,0.0001257009,0.07288295,0.00001701555,0.000009296487,3.281665e-7,0.0002752951,0.002397776,0.9011773,0.00386075,0.00005774608,0.01918042],"study_design_scores_gemma":[0.0003008691,0.00003979512,0.1882006,0.00008366529,0.000009739377,0.000003334971,0.0005511458,0.03868126,0.7701609,0.0002202588,0.001643074,0.0001053561],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882943,0.00003940804,0.00002120023,0.0002915202,0.0001325127,0.0000413066,0.000007165284,0.00000339983,0.01116916],"genre_scores_gemma":[0.9987321,0.0005786951,0.0005221594,0.00001437476,0.000005454038,0.000003700066,0.000001974726,0.000003872594,0.0001377017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1310165,"threshold_uncertainty_score":0.5342226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.022023630515838,"score_gpt":0.2246530670300153,"score_spread":0.2026294365141773,"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."}}