{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0007249522,0.001049877,0.001070126,0.001330971,0.0005297521,0.0003712802,0.001337302,0.001515909,0.0006165685],"category_scores_gemma":[0.002355017,0.001102966,0.0005800212,0.003094482,0.00118366,0.0008372636,0.0003659463,0.002730223,0.0005003681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001353342,"about_ca_system_score_gemma":0.002315081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000375057,"about_ca_topic_score_gemma":0.00003228371,"domain_scores_codex":[0.9945915,0.00003742315,0.001787769,0.001233389,0.001070525,0.001279339],"domain_scores_gemma":[0.997084,0.0006579676,0.0002338676,0.001005082,0.000574855,0.0004442366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003901685,0.0005387193,0.00009712861,0.001591826,0.000473232,0.0000291625,0.0002600892,0.01888111,0.02089269,0.9031941,0.05049009,0.00351282],"study_design_scores_gemma":[0.003075865,0.001623027,0.008517027,0.01457062,0.002701089,0.0008760594,0.001831451,0.01827431,0.07861452,0.08334041,0.7793281,0.007247518],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4191478,0.07127768,0.09092768,0.1507956,0.06551832,0.0085158,0.01052617,0.03235558,0.1509353],"genre_scores_gemma":[0.9817438,0.001452382,0.01259858,0.00009554841,0.001720681,0.000379111,0.0003832739,0.0001906427,0.001435986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8198537,"threshold_uncertainty_score":0.9997804,"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."}}