{"id":"W3114923849","doi":"10.31163/2618-964x-2020-3-4-667-672","title":"INVESTIGATION OF QUALITY CHARACTERISTICS OF UNIVERSAL SORBENTS USED AT UFA REFINERIES","year":2020,"lang":"en","type":"article","venue":"ÈKOBIOTEH","topic":"Industrial Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sorbent; Xylene; Oil refinery; Kerosene; Pulp and paper industry; Diesel fuel; Bottling line; Gasoline; Materials science; Porosity; Adsorption; Chromatography; Waste management; Chemical engineering; Benzene; Chemistry; Bottle; Organic chemistry; Composite material","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":[0.0003039,0.0002400725,0.0002645234,0.0005133626,0.0002949495,0.0003290655,0.0001541267,0.0002285801,0.0007294456],"category_scores_gemma":[0.0006598344,0.0001265044,0.0002630622,0.0003925369,0.0002451938,0.0002667262,0.0001804604,0.0002164815,0.0001549911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003711865,"about_ca_system_score_gemma":0.0002878099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01032323,"about_ca_topic_score_gemma":0.01551622,"domain_scores_codex":[0.9994486,0.00005752907,0.00003253763,0.00009048538,0.0002735739,0.00009727004],"domain_scores_gemma":[0.9996735,0.00006414868,0.00007431045,0.00001606885,0.0001485773,0.00002329271],"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":[0.0001690261,0.00003493197,0.01312023,0.0001147048,0.00002568562,0.0001121282,0.0001977929,0.0003564868,0.9775246,0.00007486253,0.00005431571,0.008215375],"study_design_scores_gemma":[0.000007496454,0.0005009263,0.1047131,0.00001252632,0.00004242764,0.0003199729,0.0003248384,0.001238545,0.8910981,0.00004745891,0.001679284,0.00001532018],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984539,0.0001906436,0.0006917891,0.0000119062,0.000002878758,0.000008696098,0.0001014371,0.0000105635,0.0005281935],"genre_scores_gemma":[0.9980525,0.0002080641,0.000879233,0.00001060447,0.000002282293,0.000007030453,0.000150462,0.0000142395,0.0006755475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01032323,"threshold_uncertainty_score":0.02052629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05215284889230838,"score_gpt":0.2171668039009196,"score_spread":0.1650139550086112,"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."}}