{"id":"W2068307064","doi":"10.1021/ie900609d","title":"Technology for Producing Petrochemical Feedstock from Heavy Aromatic Oil Fractions","year":2009,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Industrial Engineering and Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Chemicals (Canada)","funders":"","keywords":"Petrochemical; Raw material; Chemistry; Pulp and paper industry; Process engineering; Environmental science; Waste management; Organic chemistry; 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":[0.000324383,0.0006151332,0.0002885481,0.001652498,0.0009621502,0.0008614911,0.0006943432,0.0006389834,0.00160461],"category_scores_gemma":[0.0002585718,0.0002630848,0.0004089056,0.001063554,0.0006165645,0.000582667,0.0006882016,0.001088207,0.001112412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003388811,"about_ca_system_score_gemma":0.003706503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04235566,"about_ca_topic_score_gemma":0.09708005,"domain_scores_codex":[0.9994115,0.00001779511,0.00002114169,0.00005790926,0.0004110372,0.00008076685],"domain_scores_gemma":[0.9999002,0.000008237933,0.00001337036,0.00001466815,0.00004055549,0.00002301387],"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":[0.00005928363,0.0001378449,0.001235103,0.0006610941,0.00002253176,0.0003176408,0.0001287159,0.0009513071,0.9116817,0.006748075,0.002048822,0.07600797],"study_design_scores_gemma":[0.00002070096,0.0001704391,0.004298553,0.0000671049,0.00004231745,0.0006227455,0.0001372527,0.003168303,0.8997889,0.0006525518,0.0909953,0.00003578095],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5301992,0.03575176,0.2245358,0.002622887,0.001071159,0.001646381,0.001884266,0.002209469,0.2000791],"genre_scores_gemma":[0.7900394,0.02408865,0.1182499,0.0003973929,0.00004930341,0.0002658448,0.002115184,0.00009636896,0.06469783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04235566,"threshold_uncertainty_score":0.08421826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06016664940657814,"score_gpt":0.3018321372717257,"score_spread":0.2416654878651475,"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."}}