{"id":"W2087245003","doi":"10.1021/acs.energyfuels.5b00145","title":"Profiling the Concentration of the Kinetic Inhibitor Polyvinylpyrrolidone throughout the Methane Hydrate Formation Process","year":2015,"lang":"en","type":"article","venue":"Energy & Fuels","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Hydro-Québec; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Polyvinylpyrrolidone; Hydrate; Clathrate hydrate; Methane; Chemistry; Chemical engineering; Kinetic energy; Hydrocarbon; Inorganic chemistry; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002623231,0.0002770963,0.0002500971,0.0003163141,0.00018747,0.0004915871,0.000197245,0.0002650478,0.0005618538],"category_scores_gemma":[0.0005952839,0.0001973327,0.0002039338,0.0003102048,0.0003104208,0.0003510416,0.0001676678,0.0005811747,0.0003103627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003084351,"about_ca_system_score_gemma":0.0002510544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00120452,"about_ca_topic_score_gemma":0.001745045,"domain_scores_codex":[0.999745,0.00003252358,0.00001461207,0.00006586128,0.00009345612,0.00004861288],"domain_scores_gemma":[0.9996201,0.0001357642,0.0001059941,0.0000267919,0.00008531411,0.00002611308],"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":[0.00007955851,0.00001779648,0.0005115235,0.00003169778,0.000003651251,0.00002176723,0.00005962011,0.0001165188,0.9973775,0.00003780253,0.00002966189,0.00171293],"study_design_scores_gemma":[0.000001195729,0.00008132473,0.00194385,0.000003632753,0.000004597751,0.00001195425,0.00002696731,0.0007451694,0.9964991,0.00001099904,0.000666582,0.000004559648],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859643,0.001259184,0.009457031,0.00009728217,0.00002457406,0.00005974172,0.0008941885,0.0002046481,0.002039129],"genre_scores_gemma":[0.9824532,0.001334187,0.01180551,0.00004453988,0.00001069653,0.00009682755,0.0007577743,0.00007129185,0.003425942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00120452,"threshold_uncertainty_score":0.002394974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01594535386209467,"score_gpt":0.2469274403729054,"score_spread":0.2309820865108107,"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."}}