{"id":"W4246833571","doi":"10.2523/78944-ms","title":"New Tools for Heavy Oil Dehydration","year":2002,"lang":"en","type":"article","venue":"","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Library science; Petroleum; Crude oil; Computer science; Environmental science; Operations research; Engineering; Chemistry; Petroleum engineering","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":[0.001446589,0.001472094,0.0009284127,0.003000224,0.001046781,0.002421648,0.001858221,0.001218452,0.03082739],"category_scores_gemma":[0.002599155,0.0009486796,0.001410352,0.001466268,0.001724346,0.007956878,0.004634588,0.003506015,0.01776742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005908752,"about_ca_system_score_gemma":0.000636525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003879782,"about_ca_topic_score_gemma":0.0008135751,"domain_scores_codex":[0.9985605,0.0001631063,0.00008448929,0.0002185827,0.0008441491,0.0001292584],"domain_scores_gemma":[0.9986357,0.0003656815,0.00009073259,0.0003786067,0.0003518975,0.0001773614],"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":[0.0002314897,0.0002091437,0.0006340859,0.001473128,0.00006671756,0.0007875076,0.0009988312,0.001537939,0.1377023,0.06750517,0.1124763,0.6763774],"study_design_scores_gemma":[0.00003879399,0.0001240614,0.0002896209,0.0002292537,0.00003709336,0.0008552825,0.000268062,0.002144253,0.06766984,0.0271612,0.9011037,0.00007887377],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01374686,0.04155267,0.7712663,0.009207158,0.006974378,0.0005834893,0.0009716641,0.03007812,0.1256194],"genre_scores_gemma":[0.09962701,0.04331187,0.6760216,0.004721595,0.002054814,0.0009067748,0.001583665,0.006527362,0.1652452],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03082739,"threshold_uncertainty_score":0.103128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04966922524845523,"score_gpt":0.2739753781231308,"score_spread":0.2243061528746756,"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."}}