{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002318121,0.00014844,0.0001804881,0.0001011083,0.00005249993,0.0000143816,0.0002015742,0.0000526877,0.0001591104],"category_scores_gemma":[0.00008856202,0.0001267968,0.00003664043,0.0007886076,0.0006784067,0.0003128319,0.0001299003,0.0001849202,0.00002420502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001590239,"about_ca_system_score_gemma":0.00001486019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007800273,"about_ca_topic_score_gemma":0.000001592785,"domain_scores_codex":[0.9986712,0.00001348934,0.0002601638,0.0003290417,0.0003953828,0.0003307548],"domain_scores_gemma":[0.9995878,0.00005926565,0.00007140391,0.0001536487,0.000006370269,0.0001214581],"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":[0.000005699897,0.00004441724,0.00979063,0.00001280117,0.000001114759,0.000004455097,0.0004356525,0.004473664,0.9849073,0.00007745611,0.00000937599,0.0002374465],"study_design_scores_gemma":[0.0003167614,0.00003998895,0.01653814,0.0000893631,0.000003704685,0.0000183314,0.00003941542,0.03727204,0.9453262,0.0001159784,0.00001632889,0.0002237346],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987475,0.00002057555,0.0001908993,0.00002955506,0.0001190475,0.00009538623,0.000001925144,0.00003996603,0.0007551439],"genre_scores_gemma":[0.9990694,0.00001575852,0.0008170446,0.000008144516,0.00002829941,0.00001168681,0.000002127346,0.00001017316,0.000037353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03958107,"threshold_uncertainty_score":0.5170622,"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."}}