{"id":"W4284896385","doi":"10.2172/1874786","title":"Assessment of BQ-9000 Biodiesel Properties for 2021","year":2022,"lang":"en","type":"report","venue":"","topic":"Biodiesel Production and Applications","field":"Engineering","cited_by":5,"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; Flash point; Acid value; Pulp and paper industry; Engineering; Operations management; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002709593,0.0001762195,0.0003118383,0.0001159084,0.00008941083,0.00001790379,0.0001557765,0.0001106356,0.003053972],"category_scores_gemma":[0.00002488546,0.000153047,0.0001409154,0.0001442005,0.00004364524,0.00003105274,0.00005711758,0.0002245983,0.000009470494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002141578,"about_ca_system_score_gemma":0.0003007377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000719945,"about_ca_topic_score_gemma":0.00001609632,"domain_scores_codex":[0.9989021,0.000008163874,0.000371299,0.0002326739,0.0003301342,0.0001556445],"domain_scores_gemma":[0.9992417,0.00001727123,0.00007691592,0.000391327,0.0002400406,0.00003279709],"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":[0.000002560138,0.0001066445,0.0001305385,0.002624416,0.0004243428,3.319377e-7,0.00008303665,0.002916279,0.004093847,0.001255638,0.9716825,0.01667985],"study_design_scores_gemma":[0.0000725389,0.00002377721,0.0001910035,0.0000213304,0.00004844772,0.000004320357,0.0001762237,0.001420739,0.002335189,0.00003379827,0.9954782,0.0001944877],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005076351,0.006980071,0.0104061,0.0010706,0.004063983,0.0026125,0.001195946,0.0006464638,0.9725167],"genre_scores_gemma":[0.3283565,0.04744803,0.04622213,0.0001443108,0.003778863,0.01679036,0.003342956,0.0005312653,0.5533856],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4191311,"threshold_uncertainty_score":0.9978574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0801216972873278,"score_gpt":0.3101387631131838,"score_spread":0.230017065825856,"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."}}