{"id":"W3165504963","doi":"10.2139/ssrn.3811644","title":"A Novel Methodology for Online Analysis of Amine Solution Degradation Caused by Fly Ash","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Coal and Its By-products","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saskatchewan Disease Control Laboratory; University of Regina","funders":"","keywords":"Fly ash; Degradation (telecommunications); On the fly; Amine gas treating; Computer science; Chemistry; Process engineering; Chemical engineering; Waste management; Environmental science; Engineering; Organic chemistry; Telecommunications","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006110627,0.001281939,0.0006126986,0.0009537471,0.0004647887,0.0004444702,0.0009882244,0.001350882,0.001992538],"category_scores_gemma":[0.0004985639,0.0005074174,0.0006075812,0.0003302755,0.0004275059,0.001126534,0.0009260591,0.00145235,0.001580368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000297769,"about_ca_system_score_gemma":0.0005806418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004746658,"about_ca_topic_score_gemma":0.001774903,"domain_scores_codex":[0.9992074,0.00007753033,0.00003951939,0.0002651028,0.000342072,0.00006832358],"domain_scores_gemma":[0.9996315,0.00007977877,0.00007057661,0.00004641589,0.0001387417,0.00003299825],"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":[0.00005278491,0.00005159821,0.000197653,0.0001357624,0.00001976492,0.00006994512,0.00002725078,0.00005491626,0.9882931,0.0001634054,0.0001761352,0.01075772],"study_design_scores_gemma":[0.0000120264,0.0002708861,0.0009007592,0.00001151983,0.00003830279,0.0004044174,0.00003849717,0.003176985,0.9907285,0.0001532025,0.004235652,0.00002923046],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2216635,0.006278342,0.760478,0.0005006811,0.0009002466,0.0009649894,0.001160902,0.002038984,0.00601429],"genre_scores_gemma":[0.5793887,0.004753524,0.3952461,0.0005497008,0.0002771055,0.0009537393,0.00120542,0.000209028,0.01741666],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001992538,"threshold_uncertainty_score":0.006665647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05071436272758451,"score_gpt":0.2783151377010295,"score_spread":0.227600774973445,"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."}}