{"id":"W1842554978","doi":"10.3968/j.aped.1925543820110202.108","title":"Asphaltene Flocculation Inhibition with Ultrasonic Wave Radiation: A Detailed Experimental Study of the Governing Mechanisms","year":2011,"lang":"en","type":"article","venue":"Advances in petroleum exploration and development","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asphaltene; Flocculation; Ultrasonic sensor; Viscosity; Chemistry; Rheology; Chemical engineering; Kinetics; Acoustic radiation force; Radiation; Materials science; Ultrasound; Organic chemistry; Composite material; Optics; Acoustics; Physics; 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":[0.0005324655,0.0006607131,0.0006550514,0.0002720942,0.0002886386,0.0002085416,0.0003843249,0.0004608962,0.0009212045],"category_scores_gemma":[0.0004771327,0.0002101522,0.0003554727,0.0003116918,0.0004110054,0.0004514064,0.0002904567,0.0007333118,0.0002007712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002919418,"about_ca_system_score_gemma":0.0002246641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007102892,"about_ca_topic_score_gemma":0.0005414491,"domain_scores_codex":[0.9996586,0.00005111012,0.00002356946,0.00006739712,0.0001432136,0.00005611604],"domain_scores_gemma":[0.999671,0.0001341529,0.00008801492,0.00004082174,0.00005207093,0.00001394935],"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":[0.00005633182,0.00004837977,0.0002477081,0.000145894,0.000004818695,0.00002047659,0.00004298204,0.0002255479,0.9968591,0.00007682732,0.00001205709,0.002259765],"study_design_scores_gemma":[0.000003346737,0.0003209303,0.0008660163,0.000003597524,0.000007837867,0.00002831483,0.0000119318,0.0009620975,0.9973374,0.00002282859,0.0004309633,0.000004764132],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780628,0.003867682,0.01657107,0.00005714954,0.00002188941,0.0001226641,0.0001411414,0.00004455886,0.001110897],"genre_scores_gemma":[0.9861599,0.003026522,0.009278207,0.00003188344,0.00001820573,0.0001137083,0.0001302826,0.00001384155,0.001227383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009212045,"threshold_uncertainty_score":0.003081679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02283118798232968,"score_gpt":0.2359828021624095,"score_spread":0.2131516141800799,"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."}}