{"id":"W102963963","doi":"10.5006/c2010-10358","title":"A Study of High Temperature Sulfidation under Actual Process Conditions","year":2010,"lang":"en","type":"article","venue":"","topic":"Catalysis and Hydrodesulfurization Studies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"J. D. Irving (Canada); Nalcor Energy (Canada)","funders":"","keywords":"Sulfidation; Process (computing); Materials science; Metallurgy; High-temperature corrosion; Corrosion; Process engineering; Computer science; Engineering; Sulfur; Operating system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000326393,0.00006593783,0.0001110045,0.00006569564,0.00005285531,0.00001760505,0.00004644282,0.00003568777,0.0002267246],"category_scores_gemma":[0.00001069579,0.00005461855,0.00001687564,0.0001987155,0.00001635307,0.00009649613,0.000009724676,0.00008602256,0.00001073931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000405775,"about_ca_system_score_gemma":0.000005999118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001130375,"about_ca_topic_score_gemma":0.000589803,"domain_scores_codex":[0.9996188,0.000003336629,0.0001350382,0.00007987045,0.0001026911,0.00006027499],"domain_scores_gemma":[0.9997355,0.00001880357,0.00001785381,0.0001208884,0.00008804147,0.00001892036],"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":[0.00001868239,0.001744616,0.0085864,0.0001531205,0.001153023,0.000003894059,0.01600609,0.1994202,0.7420641,0.0215415,0.008818829,0.0004894935],"study_design_scores_gemma":[0.004757883,0.0003286308,0.4349986,0.00002914583,0.0004924513,0.00001668718,0.04864286,0.004495639,0.5014012,0.003150796,0.0005474669,0.001138628],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983671,0.000004353727,0.00011493,0.00003564559,0.0001255081,0.000125426,0.00001535057,0.0001150072,0.001096652],"genre_scores_gemma":[0.999669,0.000002841935,0.00002781316,0.00001216278,0.00004118721,0.00002453818,0.00005228483,0.000009528355,0.0001606155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4264122,"threshold_uncertainty_score":0.2482476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008479045068029588,"score_gpt":0.2505137609378102,"score_spread":0.2420347158697806,"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."}}