{"id":"W4401006774","doi":"10.2172/2405941","title":"Assessment of BQ-9000 Biodiesel Properties for 2023","year":2024,"lang":"en","type":"report","venue":"","topic":"Biodiesel Production and Applications","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; Environmental science; Waste management; Environmental chemistry; Chemistry; Engineering; Organic chemistry","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":[0.0002134304,0.0001907025,0.0002947834,0.000138344,0.00003012236,0.00003368166,0.0001183522,0.0001779402,0.0002313255],"category_scores_gemma":[0.00001911895,0.0001483092,0.0001473751,0.0001513297,0.00005017218,0.00002871526,0.00003528584,0.0002047212,0.00007175586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001370156,"about_ca_system_score_gemma":0.0002465615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005636993,"about_ca_topic_score_gemma":0.00001964061,"domain_scores_codex":[0.9989941,0.00000343272,0.0003642345,0.0002397179,0.0002478313,0.0001506984],"domain_scores_gemma":[0.9993323,0.0000139129,0.00004231046,0.0003187059,0.0002589576,0.00003380842],"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":[9.178905e-7,0.00003162793,0.00001627777,0.00653726,0.0003948652,3.839236e-7,0.00003142782,0.0004306873,0.007665376,0.002572151,0.9754817,0.006837321],"study_design_scores_gemma":[0.00004176938,0.00001364396,0.00007072662,0.0001348315,0.00009076811,0.000004925595,0.0000659097,0.002235515,0.007436529,0.0002093822,0.9894862,0.0002097551],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004032627,0.01266013,0.008748262,0.001444362,0.004717831,0.001821461,0.0009332397,0.001273279,0.9679981],"genre_scores_gemma":[0.3763889,0.02134744,0.02371585,0.0000637745,0.002748617,0.005520838,0.0009303914,0.000406482,0.5688776],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3991205,"threshold_uncertainty_score":0.6047873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08812759949833325,"score_gpt":0.3266035061230601,"score_spread":0.2384759066247268,"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."}}