{"id":"W2035114988","doi":"10.1021/ef0340460","title":"Interrelationships between Asphaltene Precipitation Inhibitor Effectiveness, Asphaltenes Characteristics, and Precipitation Behavior during <i>n</i>-Heptane (Light Paraffin Hydrocarbon)-Induced Asphaltene Precipitation","year":2004,"lang":"en","type":"article","venue":"Energy & Fuels","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Asphaltene; Chemistry; Heptane; Toluene; Hydrocarbon; Precipitation; Fraction (chemistry); Organic chemistry; Chromatography; Chemical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001301744,0.0002700924,0.0002291759,0.000244639,0.0001216901,0.000203662,0.0001114976,0.0001181614,0.0003999355],"category_scores_gemma":[0.0002653694,0.0001460974,0.0001663979,0.0001838214,0.0001437659,0.0001308802,0.000135331,0.0002605297,0.00013361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003184644,"about_ca_system_score_gemma":0.000400515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00535813,"about_ca_topic_score_gemma":0.009776048,"domain_scores_codex":[0.9998621,0.00001342315,0.00001249032,0.00002387855,0.00005186038,0.00003624038],"domain_scores_gemma":[0.9996783,0.00005575732,0.0001077321,0.00001383461,0.00009538676,0.00004914601],"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":[0.0001884871,0.00001685422,0.003418169,0.00002780583,0.000009378209,0.00002356623,0.00001760388,0.0001833745,0.9947857,0.00001320874,0.000007900559,0.001308043],"study_design_scores_gemma":[0.00000392811,0.0001694652,0.03537683,0.000001934344,0.00001585326,0.00003255799,0.00002701714,0.0007152025,0.963289,0.00001113226,0.0003523489,0.000004697299],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982646,0.0002517312,0.0007428843,0.00000787616,0.000002842524,0.00001405722,0.000139808,0.0000120219,0.0005642034],"genre_scores_gemma":[0.9975744,0.0003012244,0.000578219,0.00001537001,0.00000160163,0.00002056068,0.000294934,0.000008385269,0.001205393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00535813,"threshold_uncertainty_score":0.01065391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01375706129243564,"score_gpt":0.2449435466206218,"score_spread":0.2311864853281861,"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."}}