{"id":"W1508070751","doi":"10.2172/993129","title":"The Use of TaBoRR as a Heavy Oil Upgrader","year":2009,"lang":"en","type":"report","venue":"","topic":"Marine and Offshore Engineering Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Department of Energy","keywords":"Asphalt; Waste management; Environmental science; Diluent; Distillation; Nuclear fission product; Coke; Liquefied petroleum gas; Engineering; Materials science; Fission products; Chemistry; Nuclear engineering; Composite material","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":[0.0003649757,0.0005191928,0.000287343,0.0006287238,0.0003793314,0.0006041474,0.0008308581,0.0004594158,0.004411778],"category_scores_gemma":[0.0007040553,0.0002628732,0.0004910589,0.0006613989,0.0003566646,0.0007903656,0.0005629612,0.0007496157,0.00176346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006079377,"about_ca_system_score_gemma":0.0006425226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004525701,"about_ca_topic_score_gemma":0.009652783,"domain_scores_codex":[0.9993794,0.00004450258,0.00003563233,0.00009592136,0.0003280653,0.000116489],"domain_scores_gemma":[0.9996318,0.0000404597,0.00008358322,0.00007383167,0.0001246547,0.00004571491],"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":[0.0002168783,0.00005834574,0.00101985,0.0001027188,0.00001084309,0.0001470164,0.00005526698,0.0005751827,0.9828561,0.0004361821,0.0002951712,0.01422641],"study_design_scores_gemma":[0.000007943962,0.0003811313,0.001351359,0.000004657507,0.00001601117,0.0001889554,0.00002735667,0.0007714627,0.9925141,0.00002296096,0.004699607,0.00001454406],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.955916,0.0004195816,0.0241106,0.0001776648,0.00007393814,0.0002371777,0.0009986525,0.002002035,0.01606431],"genre_scores_gemma":[0.9457369,0.0004366096,0.03266298,0.00011128,0.00001109997,0.00007036972,0.00150969,0.0002961704,0.01916493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004525701,"threshold_uncertainty_score":0.01475888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03235573423072183,"score_gpt":0.248163847203578,"score_spread":0.2158081129728562,"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."}}