{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001440182,0.0003137166,0.0004407763,0.00008860459,0.00005376969,0.00004572806,0.0001791704,0.0001863387,0.00005529225],"category_scores_gemma":[0.0002023124,0.0002073021,0.0001718877,0.0001592822,0.00003488797,0.00004612514,0.00005674916,0.0003524873,0.00001984095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007435939,"about_ca_system_score_gemma":0.00009947047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004163039,"about_ca_topic_score_gemma":0.0001777072,"domain_scores_codex":[0.9986956,0.000007039857,0.0004022644,0.0001556767,0.0004430615,0.0002963464],"domain_scores_gemma":[0.9991134,0.0001617375,0.00004954433,0.0004606736,0.0001664185,0.00004825058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003764668,0.0000136113,0.00007663089,0.0004057236,0.0004060488,0.00001728386,0.00004731968,0.008514347,0.000009337896,0.000436726,0.8694863,0.1205829],"study_design_scores_gemma":[0.00004667253,0.0000222791,0.0005218916,0.00008902342,0.00005309163,0.0000174434,0.000009165611,0.0008319505,0.0001247491,0.0000201456,0.9980263,0.0002373074],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001220372,0.02329326,0.0008819154,0.0003956293,0.003809084,0.0001986148,0.00003288143,0.001144729,0.9690235],"genre_scores_gemma":[0.022733,0.2442709,0.003378937,0.0001428274,0.002259132,0.0001060243,0.00008820467,0.000349249,0.7266717],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2423518,"threshold_uncertainty_score":0.8453533,"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."}}