{"id":"W3167630383","doi":"10.2172/1784646","title":"Assessment of BQ-9000 Biodiesel Properties for 2020 (CRADA CRD-15-593)","year":2021,"lang":"en","type":"report","venue":"","topic":"Advanced Power Generation Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Renewable Energy Laboratory; U.S. Department of Energy","keywords":"Biodiesel; Quality assurance; Environmental science; Renewable energy; Waste management; Pulp and paper industry; Engineering; Operations management; Chemistry; Catalysis","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000161174,0.0003831862,0.000704721,0.0001599599,0.00005060373,0.00004296668,0.0002858853,0.0004245689,0.0002615994],"category_scores_gemma":[0.0002191317,0.000328762,0.0001970139,0.0002168135,0.0000752106,0.0001045203,0.0001318094,0.0003163736,0.00000495608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003469309,"about_ca_system_score_gemma":0.0006162228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002814403,"about_ca_topic_score_gemma":0.0000885715,"domain_scores_codex":[0.9981598,0.000009973106,0.0006738383,0.0003706771,0.0004878524,0.0002978612],"domain_scores_gemma":[0.9985147,0.00004914496,0.0001535397,0.0006420605,0.0006032597,0.00003730211],"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":[0.00001022438,0.0001573475,0.0005685572,0.01112577,0.001851349,0.00003989517,0.0001392867,0.06173876,0.07044955,0.001811386,0.8029187,0.0491892],"study_design_scores_gemma":[0.0002735218,0.0001089169,0.0001318467,0.0003273615,0.0001018423,0.00002165972,0.0004598636,0.00757748,0.246245,0.0002042827,0.7437751,0.0007731504],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003628372,0.05726368,0.6651244,0.0007934828,0.01067845,0.003883692,0.001022742,0.006412514,0.2511927],"genre_scores_gemma":[0.2873341,0.05590065,0.5280802,0.0001185653,0.00136796,0.002843217,0.001521136,0.0006725672,0.1221616],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2837057,"threshold_uncertainty_score":0.9999164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05001010865501367,"score_gpt":0.3055249319805409,"score_spread":0.2555148233255273,"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."}}