{"id":"W2794168377","doi":"10.5072/prism/21129","title":"Role of asphaltenes and resins in the stabilization of water-in-hydrocarbon emulsions","year":2001,"lang":"en","type":"dissertation","venue":"Library and Archives Canada (Government of Canada)","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Asphaltene; Hydrocarbon; Chemical engineering; Chemistry; Petroleum engineering; Organic chemistry; Polymer science; Materials science; Geology; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000259746,0.0002873747,0.0002198165,0.0003878227,0.0004168828,0.000556837,0.0001732211,0.0002366224,0.003267584],"category_scores_gemma":[0.0002779811,0.000137768,0.00014719,0.0001054874,0.0002953424,0.000403099,0.0002276175,0.0003793619,0.0007103609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005675274,"about_ca_system_score_gemma":0.0007665447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0118227,"about_ca_topic_score_gemma":0.01873953,"domain_scores_codex":[0.9998837,0.00001467317,0.000004610007,0.00001519078,0.00003164844,0.00005017115],"domain_scores_gemma":[0.9998662,0.00003521622,0.00001737691,0.000006093001,0.00003864983,0.00003639715],"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":[0.0007395687,0.0001284497,0.0006270476,0.0002484944,0.00001733983,0.0001587217,0.0001674964,0.0009638154,0.9762034,0.001220647,0.0002854164,0.01923957],"study_design_scores_gemma":[0.00001379422,0.0002998632,0.002256694,0.00001851703,0.00002015708,0.00004928085,0.000102974,0.0009548779,0.9917417,0.0001429179,0.004389871,0.000009398672],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734441,0.008923122,0.001863305,0.0001822056,0.00005649598,0.00004587203,0.0001512642,0.00005475956,0.01527891],"genre_scores_gemma":[0.9702049,0.004634341,0.0008778902,0.00003726082,0.00001532435,0.000009291496,0.00008348634,0.00002628711,0.02411132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0118227,"threshold_uncertainty_score":0.02350777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002490925566159651,"score_gpt":0.1574539977940808,"score_spread":0.1549630722279212,"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."}}