{"id":"W6903021416","doi":"10.1021/acs.energyfuels.5b02180.s001","title":"Effect of Emulsified Water on Asphaltene Instability\\nin Crude Oils","year":2016,"lang":"en","type":"article","venue":"Figshare","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asphaltene; Crude oil; Asphalt; Precipitation; Emulsion; Oil production; Petroleum","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001851496,0.0004729944,0.0002717652,0.0002918037,0.0001835653,0.000306638,0.0001866481,0.0001923237,0.001189065],"category_scores_gemma":[0.0005358763,0.000145672,0.0002036618,0.0002292408,0.0002931472,0.0003280913,0.0002932051,0.0003826928,0.0001683879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002088347,"about_ca_system_score_gemma":0.0002651876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002852202,"about_ca_topic_score_gemma":0.007255661,"domain_scores_codex":[0.9997537,0.00002944982,0.00003275657,0.00006125,0.00007390796,0.00004898696],"domain_scores_gemma":[0.9997223,0.00009675603,0.00006767645,0.00001781442,0.00006359585,0.00003174068],"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":[0.0003435618,0.00006218698,0.0005023323,0.0001392374,0.00001535898,0.00004529319,0.00005807115,0.0001582669,0.9950407,0.0000209112,0.00002253662,0.003591755],"study_design_scores_gemma":[0.000003183561,0.0004670526,0.001621294,0.000007281228,0.00001616588,0.000013439,0.00004235141,0.0001908819,0.9971,0.000004348197,0.0005288261,0.000005177908],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977558,0.0007470268,0.0003849808,0.00001331262,0.00001638919,0.000022596,0.0001129948,0.00001585963,0.0009309436],"genre_scores_gemma":[0.9953926,0.001289674,0.001394025,0.00002931926,0.000006231112,0.00002452797,0.0001999683,0.00001521411,0.001648467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002852202,"threshold_uncertainty_score":0.005671203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01567761377954969,"score_gpt":0.2556631993461338,"score_spread":0.2399855855665841,"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."}}