{"id":"W1976627004","doi":"10.1016/j.ces.2008.05.001","title":"Differences in nucleator adsorption may explain distinct inhibition activities of two gas hydrate kinetic inhibitors","year":2008,"lang":"en","type":"article","venue":"Chemical Engineering Science","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; National Research Council Canada","funders":"","keywords":"Quartz crystal microbalance; Clathrate hydrate; Hydrate; Adsorption; Chemistry; Chemical engineering; Nucleation; Organic chemistry; Mineralogy","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":[0.0006685962,0.0008092078,0.0009691165,0.0003692,0.0002633063,0.0007742683,0.001058669,0.0008991525,0.001797283],"category_scores_gemma":[0.001254324,0.0004763608,0.0005777681,0.0002067993,0.0006182666,0.0006736587,0.0003996904,0.0008215785,0.0006216973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006645626,"about_ca_system_score_gemma":0.0003914258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001499042,"about_ca_topic_score_gemma":0.001061036,"domain_scores_codex":[0.9995302,0.00006867474,0.00004992012,0.00009295894,0.00009804909,0.0001602256],"domain_scores_gemma":[0.9991227,0.0005229593,0.00008890837,0.0001053058,0.00008933138,0.00007092221],"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":[0.000223592,0.0000365249,0.000397234,0.00007989923,0.00002262357,0.00003415119,0.00002553996,0.0005391154,0.9956148,0.0009354459,0.00004772075,0.002043396],"study_design_scores_gemma":[0.000009501488,0.00008043857,0.001241319,0.000002418194,0.00001963214,0.00006410266,0.0000128271,0.002023753,0.9958088,0.0001241046,0.0006050681,0.000007994754],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9644623,0.003310052,0.0242186,0.0003041852,0.00008410399,0.00009541916,0.0005575979,0.0004287952,0.006538805],"genre_scores_gemma":[0.9944326,0.0004868917,0.003238884,0.00005157965,0.000008752103,0.00003719248,0.0004383963,0.00006022502,0.001245498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001797283,"threshold_uncertainty_score":0.006012559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009440294008791476,"score_gpt":0.1965378480225267,"score_spread":0.1870975540137352,"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."}}