{"id":"W2340746377","doi":"10.2172/1087606","title":"National Biodiesel Infrastructure Development Initiative (Final Program Report)","year":2012,"lang":"en","type":"report","venue":"","topic":"Biodiesel Production and Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Energy Regulator","funders":"Pipeline and Hazardous Materials Safety Administration; Minnesota Soybean Research and Promotion Council; National Renewable Energy Laboratory; U.S. Department of Energy","keywords":"Biodiesel; Engineering management; Business; Engineering; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003991471,0.0003730085,0.0003077681,0.0002142536,0.0001519419,0.00005792787,0.0001607914,0.0004084945,0.001111832],"category_scores_gemma":[0.0001097778,0.0003378208,0.00008986662,0.000286618,0.00008318853,0.0001179714,0.00006525034,0.0005915633,0.0003136359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00070333,"about_ca_system_score_gemma":0.001220946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001174934,"about_ca_topic_score_gemma":0.00002473215,"domain_scores_codex":[0.9977446,0.0000108883,0.0006356734,0.0003518524,0.0009089835,0.0003480023],"domain_scores_gemma":[0.9984531,0.00001895203,0.0001730091,0.000281945,0.000941364,0.0001315728],"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":[0.000001415759,0.00007845911,0.0003658156,0.0002852849,0.0003123845,0.000007317947,0.0002053621,0.0001277908,0.00001920853,0.0002109901,0.8943706,0.1040154],"study_design_scores_gemma":[0.00007022652,0.000005987011,0.008625523,0.00002822435,0.00002524209,0.000396271,0.00004148612,0.00007780099,0.0004571219,0.000154781,0.9897101,0.0004072365],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.000320858,0.00148999,0.003221469,0.0002832076,0.002836628,0.001135397,0.0001337122,0.002286654,0.9882921],"genre_scores_gemma":[0.2945042,0.006105183,0.4581387,0.0007082614,0.02242142,0.01325031,0.02827984,0.0009119178,0.1756801],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.812612,"threshold_uncertainty_score":0.9999074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1157670202885894,"score_gpt":0.3213199296673833,"score_spread":0.2055529093787939,"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."}}