{"id":"W4366989700","doi":"10.1002/cjce.24928","title":"Polycardanol's potential to deasphalt crude oil: Influence of polymer conversion degree, molar mass, and structure","year":2023,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Petrobras; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Asphaltene; Molar mass; Cardanol; Flocculation; Chemistry; Toluene; Organic chemistry; Distillation; Cationic polymerization; Titration; Chemical engineering; Molar ratio; Polymer; Catalysis","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":[0.0001382462,0.0003114776,0.0001026202,0.0002008406,0.00008265567,0.0002755139,0.0001177348,0.0001778136,0.0007981779],"category_scores_gemma":[0.0002119118,0.00007217184,0.0001535056,0.0001804195,0.0001293001,0.0002592912,0.0001278846,0.0002993796,0.0001784974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001596625,"about_ca_system_score_gemma":0.0001286587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004861171,"about_ca_topic_score_gemma":0.00109272,"domain_scores_codex":[0.999921,0.00001158413,0.000005663381,0.0000151588,0.00002918802,0.00001739631],"domain_scores_gemma":[0.9999007,0.00002047471,0.00002865864,0.00001089598,0.0000226281,0.00001666116],"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":[0.00004643221,0.00002244356,0.0002203982,0.00005209502,0.000004138391,0.00002494196,0.000008936273,0.0001577615,0.997241,0.00004064038,0.000009150816,0.002171956],"study_design_scores_gemma":[0.000001930349,0.0001555699,0.00114216,0.000002604975,0.000007536374,0.00001771388,0.000006166873,0.0002372606,0.9979254,0.000006451306,0.000495003,0.000002246927],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955595,0.001125048,0.001502173,0.00002222673,0.0000124449,0.00001669933,0.0001017104,0.00002663565,0.001633679],"genre_scores_gemma":[0.9973182,0.0005121692,0.001158661,0.00001019413,0.000003006947,0.000006341488,0.00009428812,0.000009690479,0.0008873846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007981779,"threshold_uncertainty_score":0.002670109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004422206542113321,"score_gpt":0.17999726001778,"score_spread":0.1755750534756667,"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."}}