{"id":"W156406206","doi":"","title":"Проблема образования, переработки и утилизации нефтешламов","year":2013,"lang":"ru","type":"article","venue":"Успехи современного естествознания","topic":"Mining and Gasification Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Waste management; Raw material; Separator (oil production); Heat exchanger; Environmental science; Oil sludge; Nozzle; Oil field; Pulp and paper industry; Engineering; Petroleum engineering; Chemistry","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":[0.0007592693,0.000381696,0.0004300183,0.001550104,0.001096257,0.00202602,0.0004318672,0.0006712529,0.01091129],"category_scores_gemma":[0.001272737,0.0005368937,0.0003559785,0.00228994,0.0009533651,0.0006177854,0.0006650336,0.001171223,0.005913145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009121747,"about_ca_system_score_gemma":0.002291644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004450817,"about_ca_topic_score_gemma":0.008913073,"domain_scores_codex":[0.9991955,0.0001016644,0.00004989831,0.0001301531,0.0004501379,0.00007262807],"domain_scores_gemma":[0.9994566,0.0001058435,0.0001069258,0.0001158056,0.0001754805,0.00003942955],"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":[0.0001850561,0.000149345,0.003177623,0.00101331,0.00006161768,0.001519954,0.001219939,0.003060553,0.1017895,0.2392632,0.01310223,0.6354576],"study_design_scores_gemma":[0.00004726864,0.0001209427,0.007702982,0.0001884903,0.0001002228,0.002612738,0.0006101551,0.002247157,0.04915272,0.0460383,0.8910688,0.0001101695],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1205048,0.05941332,0.3340133,0.005918102,0.002878736,0.000420314,0.002090182,0.001340516,0.4734207],"genre_scores_gemma":[0.5600426,0.03616062,0.3031694,0.0002957681,0.0004305232,0.000607793,0.0009301465,0.000292991,0.09807017],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01091129,"threshold_uncertainty_score":0.03650188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01166644251415883,"score_gpt":0.1911452360122106,"score_spread":0.1794787934980518,"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."}}