{"id":"W2315921930","doi":"10.4043/otc-19869-ms","title":"Understanding Kinetic Hydrate Inhibitor and Corrosion Inhibitor Interactions","year":2009,"lang":"en","type":"article","venue":"Proceedings of Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nalco (Canada)","funders":"","keywords":"Citation; Computer science; Engineering; Library science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007570304,0.0002613949,0.0003227298,0.0006897267,0.00006898972,0.00005030907,0.0002617234,0.0002920749,0.000009214829],"category_scores_gemma":[0.0001015713,0.0002635866,0.00003629286,0.0005818407,0.0002488026,0.0002508973,0.00008117975,0.0005040358,0.000004251649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008758876,"about_ca_system_score_gemma":0.00001070398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.421208e-7,"about_ca_topic_score_gemma":0.000001696436,"domain_scores_codex":[0.9989449,0.000001067145,0.0003166615,0.0002805133,0.0001295142,0.0003273349],"domain_scores_gemma":[0.9995924,0.00002419298,0.00007250279,0.0001269469,0.0001268979,0.0000571087],"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":[0.00001784172,0.00005065589,0.00324155,0.0001698626,0.00002661624,0.000005119211,0.0002388765,0.00008554077,0.8236722,0.1545025,0.001798303,0.01619091],"study_design_scores_gemma":[0.0007016874,0.0007216278,0.002210664,0.000873097,0.00007118106,0.0001687673,0.002627838,0.02640944,0.8953894,0.06816594,0.001834603,0.0008257335],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835228,0.0004348966,0.005828797,0.001139019,0.0002857917,0.0002153396,0.000005498805,0.003002126,0.005565776],"genre_scores_gemma":[0.9967723,0.0002724509,0.002832665,0.000008740326,0.00003743159,0.00001646324,0.000001828805,0.00002425242,0.00003382786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08633658,"threshold_uncertainty_score":0.9999816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03010397861994978,"score_gpt":0.2229338241910374,"score_spread":0.1928298455710876,"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."}}