{"id":"W2021915449","doi":"10.1021/ef060196+","title":"Comparing Asphaltene Adsorption with Model Heavy Molecules over Macroporous Solid Surfaces","year":2006,"lang":"en","type":"article","venue":"Energy & Fuels","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Asphaltene; Adsorption; Molecule; Solid surface; Chemical engineering; Materials science; Chemistry; Chromatography; Chemical physics; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001014218,0.0003590939,0.0003005742,0.0002716408,0.0002909024,0.0002836285,0.000203858,0.0002634231,0.001308006],"category_scores_gemma":[0.0002138553,0.0001126395,0.000334621,0.0002201796,0.0001951044,0.0002797276,0.0001908437,0.0002672368,0.0002416114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002879556,"about_ca_system_score_gemma":0.000129364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003433234,"about_ca_topic_score_gemma":0.002295245,"domain_scores_codex":[0.9998635,0.00001214525,0.00000571423,0.00002290106,0.000044686,0.00005095807],"domain_scores_gemma":[0.9998854,0.000048139,0.00001525462,0.0000103883,0.00001992316,0.00002082246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001879613,0.00002626504,0.0007759765,0.00006876708,0.00001526251,0.00003568185,0.00002728026,0.0007064611,0.9970975,0.00005324591,0.00001026472,0.000995409],"study_design_scores_gemma":[0.000008004597,0.000522816,0.008069071,0.000003788702,0.00002024842,0.0000656498,0.00007253754,0.004926737,0.9859228,0.00003449881,0.0003426563,0.00001125717],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991975,0.000142606,0.0002799439,0.000005282075,0.000002348139,0.000004013209,0.00004825788,0.000006322666,0.0003137906],"genre_scores_gemma":[0.9988538,0.0002153419,0.0003618569,0.0000046254,0.000002835871,0.000005902722,0.00008171093,0.000005926107,0.0004679879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003433234,"threshold_uncertainty_score":0.00682646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01014093206111905,"score_gpt":0.2261772773388745,"score_spread":0.2160363452777554,"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."}}