{"id":"W2605244488","doi":"10.5006/c2016-07392","title":"Corrosivity Study of Sulfur Compounds and Naphthenic Acids under Refinery Conditions","year":2016,"lang":"en","type":"article","venue":"","topic":"Coal Combustion and Slurry Processing","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Naphthenic acid; Refinery; Sulfur; Corrosion; Metallurgy; Chemistry; Environmental chemistry; Waste management; Materials science; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000691739,0.00007663268,0.0001174798,0.0000587873,0.00005153277,0.00001528747,0.00004777545,0.0000287006,0.0001410028],"category_scores_gemma":[0.00001105824,0.00005298213,0.00001687635,0.00009571217,0.00004183741,0.0001174521,0.00002772478,0.00004741546,0.000007643277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001808335,"about_ca_system_score_gemma":0.000007883796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009657511,"about_ca_topic_score_gemma":0.00007169877,"domain_scores_codex":[0.9995748,0.00001641548,0.0001419116,0.00009087747,0.00008301775,0.00009302351],"domain_scores_gemma":[0.9997027,0.00007867193,0.0000166177,0.0001206579,0.00003806614,0.00004331101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00006142591,0.0009560812,0.1099539,0.0002597387,0.0002207682,0.000009642568,0.001878307,0.002470586,0.8492896,0.01604766,0.006128687,0.01272357],"study_design_scores_gemma":[0.01094994,0.001039937,0.9116804,0.0003895578,0.0002055426,0.00009656524,0.008821066,0.008289266,0.04342773,0.00819886,0.005397504,0.001503649],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875678,0.00004440865,0.006937803,0.00007459783,0.00009132391,0.00006443551,0.000006169792,0.0001548859,0.005058607],"genre_scores_gemma":[0.999175,0.00001234559,0.00005273637,0.00002614318,0.00001152085,0.000003058592,0.000001272848,0.00001014942,0.0007077398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8058619,"threshold_uncertainty_score":0.2160549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02007108998196789,"score_gpt":0.2451019620647071,"score_spread":0.2250308720827392,"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."}}