{"id":"W1488718102","doi":"10.1002/047167849x.bio056","title":"Vegetable Oils as Biodiesel","year":2005,"lang":"en","type":"other","venue":"Bailey's Industrial Oil and Fat Products","topic":"Biodiesel Production and Applications","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Biodiesel; Renewable energy; Tallow; Diesel fuel; Biofuel; Energy security; Environmental science; Animal fat; Waste management; Environmentally friendly; Biodiesel production; Business; Vegetable oil; Pulp and paper industry; Chemistry; Food science; Engineering; Organic chemistry; Biology; Catalysis","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":["insufficient_payload"],"category_scores_codex":[0.000132952,0.0004477493,0.0004382482,0.0002482671,0.0001116763,0.0001021344,0.0002198187,0.0007158953,0.001991236],"category_scores_gemma":[0.0000888467,0.0004295695,0.00005356688,0.0003901832,0.000157111,0.0000932844,0.00006782928,0.0006429697,0.001401267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004676143,"about_ca_system_score_gemma":0.00006248419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001270688,"about_ca_topic_score_gemma":0.00002494317,"domain_scores_codex":[0.998399,0.00002589555,0.0003095974,0.0006320207,0.0002140154,0.0004194464],"domain_scores_gemma":[0.999066,0.00001427367,0.00009292109,0.0006156879,0.00004707661,0.0001640274],"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":[0.000006151483,0.00003238532,0.000004814661,0.0001281777,0.00008464306,0.000002041429,0.00003961485,0.0000106483,0.0006820083,0.0004697333,0.8335018,0.165038],"study_design_scores_gemma":[0.0005270872,0.00002055303,0.000003051066,0.0001259686,0.00006010192,0.00001597906,0.00002367195,0.00000717073,0.005418313,0.00003056482,0.9932765,0.0004910847],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002175529,0.01577109,0.000005783886,0.002778544,0.003162817,0.0002541573,0.0001547391,0.001417464,0.9762378],"genre_scores_gemma":[0.0007676908,0.008585691,0.0005546445,0.0001156822,0.01329841,0.000131727,0.0001411497,0.0003877889,0.9760172],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1645469,"threshold_uncertainty_score":0.9998156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0278406906632053,"score_gpt":0.2205112159193506,"score_spread":0.1926705252561453,"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."}}