{"id":"W1486055412","doi":"10.1002/9781118989982.ch8","title":"Water‐in‐Oil Emulsions","year":2014,"lang":"en","type":"other","venue":"","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; Spinal Cord Injury Alberta","funders":"","keywords":"Asphaltene; Emulsion; Viscosity; Chemical engineering; Evaporation; Rheology; Chemistry; Materials science; Organic chemistry; Thermodynamics; Composite material","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":[0.0002525308,0.0006946735,0.0005741601,0.001075256,0.0003298878,0.0007150392,0.0005645445,0.000716085,0.003450318],"category_scores_gemma":[0.0002886015,0.0003148979,0.0004558931,0.0006910935,0.0003850836,0.0009564378,0.0005676334,0.001060346,0.003490541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005941537,"about_ca_system_score_gemma":0.0003392871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004916618,"about_ca_topic_score_gemma":0.0003988998,"domain_scores_codex":[0.9996805,0.00003206192,0.00002880315,0.00006186531,0.0001615557,0.00003517098],"domain_scores_gemma":[0.9999151,0.00001494952,0.00002424322,0.000006365876,0.00002826459,0.00001113295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001335891,0.0002405507,0.0004022823,0.008124683,0.00007585813,0.0018848,0.0001927238,0.004095839,0.3498008,0.09241479,0.04266817,0.499966],"study_design_scores_gemma":[0.00001066607,0.0002568484,0.0004599024,0.0003995922,0.00002306169,0.001540866,0.00004101787,0.001454893,0.1131988,0.005054464,0.8775217,0.0000382368],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.02325446,0.7193959,0.1331319,0.001679292,0.008439245,0.0005887756,0.0009558002,0.001163965,0.1113907],"genre_scores_gemma":[0.1440799,0.6500812,0.0590123,0.002490298,0.00176872,0.0005996865,0.001630857,0.0002623019,0.1400749],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.003450318,"threshold_uncertainty_score":0.01154244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006711458189900786,"score_gpt":0.2279967260387315,"score_spread":0.2212852678488307,"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."}}