{"id":"W2204501828","doi":"10.2495/cmem050101","title":"Heavy Petroleum Upgrading ByMicrowave Irradiation","year":2005,"lang":"en","type":"article","venue":"WIT transactions on modelling and simulation","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asphaltene; Petroleum; Irradiation; Chemistry; Petroleum product; Light crude oil; API gravity; Boiling point; Boiling; Environmental science; Waste management; Pulp and paper industry; Organic chemistry; Nuclear physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00008792632,0.0002308736,0.0001741283,0.0002276056,0.0001523879,0.0002077735,0.000157723,0.0001290613,0.001931966],"category_scores_gemma":[0.0001023429,0.0001287861,0.000214553,0.0004068922,0.0001602187,0.0001300723,0.0002096803,0.0002106592,0.0002476809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002951923,"about_ca_system_score_gemma":0.000154054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007445419,"about_ca_topic_score_gemma":0.01381376,"domain_scores_codex":[0.9999214,0.000004709914,0.000002148301,0.00001190541,0.00003490805,0.00002483187],"domain_scores_gemma":[0.9999526,0.00001244339,0.00001147354,0.000005711808,0.00001278078,0.000005098203],"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":[0.0001106273,0.000009939306,0.001480583,0.00003605648,0.000004398854,0.00004140966,0.00002916575,0.0004364168,0.9930009,0.0000315847,0.00001989857,0.004799027],"study_design_scores_gemma":[0.000006552768,0.0002034564,0.01632397,0.000004059257,0.00001909116,0.00005600726,0.00003563791,0.0008960345,0.9810646,0.0000226743,0.001363704,0.000004360234],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965526,0.0002748703,0.001896893,0.00001115207,0.000002543881,0.00001177713,0.00009218396,0.00003473468,0.001123361],"genre_scores_gemma":[0.9954424,0.0004335743,0.002029553,0.00000852275,0.000001813588,0.000009245554,0.0001418519,0.00001172373,0.001921388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007445419,"threshold_uncertainty_score":0.01480418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02000020603961145,"score_gpt":0.2453076719483736,"score_spread":0.2253074659087622,"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."}}