{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005147768,0.0006978103,0.0003328273,0.003599589,0.0009871084,0.001460135,0.001077337,0.0005245871,0.004376384],"category_scores_gemma":[0.002554358,0.0002037346,0.0006048062,0.001850654,0.0002657051,0.0006616347,0.00049848,0.0004013102,0.002449493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005212438,"about_ca_system_score_gemma":0.005614654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1366208,"about_ca_topic_score_gemma":0.2362642,"domain_scores_codex":[0.9937377,0.0002045317,0.00012336,0.0002261573,0.00544012,0.000268182],"domain_scores_gemma":[0.9929805,0.000143011,0.0003796513,0.0001147113,0.0062212,0.0001609663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001888915,0.0008379706,0.2860083,0.001353163,0.0002668251,0.0004967271,0.001159356,0.005716253,0.2642525,0.002640387,0.04297957,0.3924],"study_design_scores_gemma":[0.00005576228,0.002291734,0.3599886,0.0002575997,0.0002040609,0.0004760242,0.00141503,0.003847056,0.3274683,0.0005496695,0.3033328,0.0001133213],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6875653,0.005468652,0.02266422,0.001197567,0.0002385402,0.001528059,0.06361732,0.001192614,0.2165277],"genre_scores_gemma":[0.7768745,0.003786454,0.02481869,0.0003967154,0.00004272237,0.0005491311,0.08126955,0.000420791,0.1118414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1366208,"threshold_uncertainty_score":0.2716511,"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."}}