{"id":"W2046385801","doi":"10.1016/j.ces.2014.12.008","title":"New insights into the effect of polyvinylpyrrolidone (PVP) concentration on methane hydrate growth. 2. Liquid phase methane mole fraction","year":2014,"lang":"en","type":"article","venue":"Chemical Engineering Science","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Fonds Québécois de la Recherche sur la Nature et les Technologies; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Faculty of Engineering, McGill University","keywords":"Mole fraction; Hydrate; Supersaturation; Methane; Chemistry; Polyvinylpyrrolidone; Solubility; Clathrate hydrate; Isothermal process; Fraction (chemistry); Chemical engineering; Inorganic chemistry; Chromatography; Thermodynamics; Organic chemistry; Physical 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008275,0.0002127092,0.0002489288,0.00005675463,0.00008314488,0.00002740741,0.0004986823,0.00009592286,0.0001327733],"category_scores_gemma":[0.0005691449,0.0001364069,0.000068031,0.0009071383,0.0003157578,0.0002994424,0.0001181173,0.0002978546,0.00007856795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000156972,"about_ca_system_score_gemma":0.00002174523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001603478,"about_ca_topic_score_gemma":4.99063e-7,"domain_scores_codex":[0.9982931,0.00006007151,0.0002777786,0.0004215109,0.0005932822,0.0003542786],"domain_scores_gemma":[0.9989303,0.0003329444,0.0001219795,0.0003396937,0.00001674275,0.0002583721],"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":[0.0001008873,0.00002445322,0.00001628338,0.00001342749,0.000007166474,6.88511e-7,0.0003188748,0.01551277,0.9804674,0.0002791962,0.0000222853,0.003236583],"study_design_scores_gemma":[0.0007230193,0.0006444734,0.00003739018,0.00002975756,0.00002225742,0.000002495481,0.000004012727,0.07169759,0.9260843,0.0001885664,0.0004108341,0.000155278],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833195,0.0001101378,0.01443451,0.0001785079,0.0002734661,0.0002146087,3.781348e-7,0.00005633236,0.001412574],"genre_scores_gemma":[0.9985789,0.00001650284,0.001160378,0.00007020968,0.00009124755,0.00001254627,0.000003753786,0.00001509045,0.00005137002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05618481,"threshold_uncertainty_score":0.5562513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003884344876839872,"score_gpt":0.217267390083446,"score_spread":0.2133830452066061,"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."}}