{"id":"W1990588968","doi":"10.1016/j.ces.2005.08.009","title":"Unusual kinetic inhibitor effects on gas hydrate formation","year":2005,"lang":"en","type":"article","venue":"Chemical Engineering Science","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":107,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hydrate; Nucleation; Clathrate hydrate; Methane; Chemistry; Kinetic energy; Crystallization; Induction period; Chemical engineering; Decomposition; Organic chemistry; Catalysis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002197938,0.0001330621,0.00009513959,0.0000542888,0.00007085605,0.00003990256,0.0002832999,0.00005305703,0.00011068],"category_scores_gemma":[0.0001119862,0.0001085891,0.0000298349,0.0005723932,0.0001458981,0.0003364187,0.0001098303,0.0001831191,0.0007571679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002335487,"about_ca_system_score_gemma":0.000006426527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002885161,"about_ca_topic_score_gemma":9.448271e-8,"domain_scores_codex":[0.9987912,0.000005713383,0.0001511844,0.0002832353,0.0003916348,0.0003770099],"domain_scores_gemma":[0.9995332,0.00005427072,0.00003235813,0.000182168,0.00000577028,0.0001921891],"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":[0.000002995568,0.00001938133,0.00001623981,0.000009806722,8.518115e-7,0.000001531624,0.0001051768,0.07252775,0.919067,0.0001216156,0.0001236486,0.008003952],"study_design_scores_gemma":[0.0001598577,0.00003754073,0.00022361,0.00002959145,0.000003094394,0.00000657457,0.000001632818,0.1637422,0.8338081,0.00004738444,0.001797918,0.0001425916],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936361,0.00002259402,0.000808991,0.0002085059,0.0001803772,0.0001103264,4.253762e-7,0.0000897588,0.004942862],"genre_scores_gemma":[0.9969903,0.00000385263,0.00260784,0.0001481405,0.0001261124,0.00001030958,0.000001511155,0.000010125,0.0001018505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0912144,"threshold_uncertainty_score":0.9732115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003720805210098687,"score_gpt":0.1867702329379297,"score_spread":0.1830494277278311,"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."}}