{"id":"W1980907813","doi":"10.1002/aic.12726","title":"Metastable boundary conditions of water‐in‐oil emulsions in the hydrate formation region","year":2011,"lang":"en","type":"article","venue":"AIChE Journal","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Schlumberger (Canada)","funders":"","keywords":"Metastability; Hydrate; Clathrate hydrate; Emulsion; Methane; Thermodynamics; Materials science; Boundary (topology); Chemistry; Organic chemistry; Physics","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":[0.0002369803,0.0002066373,0.0002136617,0.0003855737,0.0002302702,0.0002592218,0.0002339593,0.0001714515,0.0007160464],"category_scores_gemma":[0.0004887198,0.0001952127,0.0001708521,0.000134282,0.000372182,0.0005228001,0.0003268319,0.0004665162,0.0001114342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003604467,"about_ca_system_score_gemma":0.0002306061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001099864,"about_ca_topic_score_gemma":0.00111836,"domain_scores_codex":[0.9998499,0.00001350955,0.00000827859,0.00002926532,0.00007409681,0.00002490005],"domain_scores_gemma":[0.9998318,0.0000612142,0.00003955216,0.000009946536,0.00003612248,0.00002136697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00006711551,0.000005509376,0.0007959388,0.00003014963,0.00000382636,0.00007946196,0.00004411321,0.0004545974,0.9972165,0.0002168597,0.00001491168,0.001071028],"study_design_scores_gemma":[0.000005200353,0.00004663877,0.002025482,0.000002362754,0.000002576875,0.00002964614,0.00002487484,0.003902941,0.9937164,0.0001014618,0.0001379233,0.000004477208],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885942,0.0002338504,0.0103869,0.00002363328,0.000006279653,0.00001985407,0.00009095029,0.0000621253,0.0005823348],"genre_scores_gemma":[0.9980552,0.00007902104,0.001625319,0.000005202066,0.000001824492,0.00001362932,0.00005110957,0.00001114836,0.0001576272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001099864,"threshold_uncertainty_score":0.002615213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02933019858200986,"score_gpt":0.2308947237554096,"score_spread":0.2015645251733998,"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."}}