{"id":"W4360603688","doi":"10.1016/j.cherd.2023.03.036","title":"Asphaltene deposition under different injection gases and reservoir conditions","year":2023,"lang":"en","type":"article","venue":"Process Safety and Environmental Protection","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"China Scholarship Council; University of British Columbia; National Natural Science Foundation of China","keywords":"Asphaltene; Petroleum engineering; Deposition (geology); Environmental science; Waste management; Engineering; Chemical engineering; Geology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0002466363,0.0003140311,0.0002615726,0.0002653423,0.0003045378,0.0005162103,0.0002088114,0.0003495869,0.002725502],"category_scores_gemma":[0.0004689673,0.0001770332,0.0001911586,0.0002214288,0.000316775,0.0005408286,0.0002658716,0.0003250129,0.0003474824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002849846,"about_ca_system_score_gemma":0.0002867001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00211636,"about_ca_topic_score_gemma":0.002877362,"domain_scores_codex":[0.9997483,0.00002641636,0.0000167093,0.00006220994,0.00007254653,0.00007382613],"domain_scores_gemma":[0.9998248,0.00005867148,0.00003152635,0.00001734322,0.00005003265,0.00001756003],"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":[0.0006987909,0.00003979728,0.001471549,0.00005715783,0.00001279043,0.00009700626,0.00006745193,0.0006706832,0.9944689,0.00009561697,0.00005843159,0.002261753],"study_design_scores_gemma":[0.000006807988,0.0001435248,0.005353458,0.000003117209,0.000008912088,0.00002979242,0.00004882884,0.001456816,0.9926584,0.00002731743,0.0002574622,0.000005471499],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978366,0.0001488445,0.0005771805,0.00001298134,0.000007112181,0.00000700946,0.0002362941,0.00003542699,0.001138506],"genre_scores_gemma":[0.9978558,0.0001634816,0.000609064,0.0000106156,0.000004011617,0.000006018052,0.0001716436,0.00001737829,0.001161925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002725502,"threshold_uncertainty_score":0.009117723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0127532371728009,"score_gpt":0.2299144969829643,"score_spread":0.2171612598101634,"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."}}