{"id":"W4396843069","doi":"10.36962/pahtei39042024-317","title":"QAZ PAYLAYICI STANSİYALARDA TƏBİİ QAZIN TƏMİZLƏNMƏSİ ÜÇÜN ONUN SOYUDULMASI","year":2024,"lang":"az","type":"article","venue":"PAHTEI-Procedings of Azerbaijan High Technical Educational Institutions","topic":"Industrial Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physics; Crystallography; Stereochemistry; 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":[0.0006241865,0.0006877882,0.000368061,0.000693308,0.002591136,0.003208965,0.000487802,0.0007207388,0.06144538],"category_scores_gemma":[0.001259518,0.0003316379,0.0003859957,0.0005382467,0.001351147,0.001837517,0.002327221,0.001579058,0.01816779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001581979,"about_ca_system_score_gemma":0.001412287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003908674,"about_ca_topic_score_gemma":0.004290316,"domain_scores_codex":[0.9995882,0.00005840312,0.00002673749,0.00009249405,0.0001458174,0.00008834594],"domain_scores_gemma":[0.9993877,0.00009782609,0.00005353449,0.000082067,0.0002898198,0.00008900782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00162738,0.0002525908,0.02681011,0.001111917,0.000084716,0.003357111,0.04769391,0.0005995871,0.08062071,0.5073786,0.0512399,0.2792236],"study_design_scores_gemma":[0.00006610127,0.0003001877,0.0330669,0.0002929317,0.00006421583,0.002239322,0.0188132,0.001291392,0.02202898,0.02415738,0.8975854,0.0000940541],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2235494,0.001966672,0.03538407,0.002694864,0.001305921,0.0002911825,0.001309514,0.001777309,0.7317212],"genre_scores_gemma":[0.6058822,0.001052235,0.01303039,0.0004247413,0.0003121392,0.00009528672,0.001380365,0.0009621388,0.3768605],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06144538,"threshold_uncertainty_score":0.2055553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02699406829094095,"score_gpt":0.2851092502545061,"score_spread":0.2581151819635651,"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."}}