{"id":"W2320519982","doi":"10.1021/ef300065h","title":"Thermal Behavior and Viscoelasticity of Heavy Oils","year":2012,"lang":"en","type":"article","venue":"Energy & Fuels","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Schlumberger (Canada)","funders":"","keywords":"Viscoelasticity; Rheology; Asphaltene; Thermodynamics; Differential scanning calorimetry; Materials science; Viscosity; Complex fluid; Chemistry; Composite material; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000609011,0.00009606944,0.0001653742,0.0000292821,0.00005280998,0.00001384458,0.00007926966,0.00006792213,0.0003635243],"category_scores_gemma":[0.00001578966,0.00008259231,0.00005816309,0.00005905812,0.00006438163,0.00009885471,0.00003762962,0.00006417658,0.000003198973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000101201,"about_ca_system_score_gemma":0.00001411655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001202414,"about_ca_topic_score_gemma":0.000005657662,"domain_scores_codex":[0.9994053,0.0000105702,0.0001427179,0.000114998,0.0001216703,0.0002047533],"domain_scores_gemma":[0.999631,0.0000298847,0.0000732902,0.0001412299,0.00002344962,0.0001011535],"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":[0.000009043324,0.0001193209,0.01624704,0.00003384432,0.00002859546,0.000001534599,0.00008201796,0.000002447356,0.9571439,0.0002573984,0.00001303152,0.02606181],"study_design_scores_gemma":[0.0001565105,0.000007958086,0.002572341,0.0000237999,0.0001084369,0.000003581001,0.00003558009,0.00001126358,0.9947616,0.0000142046,0.002204016,0.0001006559],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823871,0.001428434,0.0001694479,0.00002749191,0.000026783,9.153401e-7,0.000007758992,0.00002851515,0.01592357],"genre_scores_gemma":[0.9956883,0.00002875541,0.0001709821,0.00003672755,0.0001756323,0.00000765891,0.000006597539,0.00001106528,0.003874273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03761773,"threshold_uncertainty_score":0.3980336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01086473327501851,"score_gpt":0.2383178409045651,"score_spread":0.2274531076295467,"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."}}