{"id":"W2884493555","doi":"10.1007/978-1-4939-8616-3_4","title":"Production of Biodiesel from Plant Oils","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Biodiesel Production and Applications","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Agriculture and Agri-Food Canada","funders":"","keywords":"Biodiesel; Biodiesel production; Environmental science; Pulp and paper industry; Engineering; Chemistry; Organic 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004116206,0.0001809108,0.0002050752,0.00008789491,0.00003228036,0.000008632053,0.0001021431,0.0001914239,0.004737164],"category_scores_gemma":[0.000006021537,0.0001678423,0.00006149773,0.00002213848,0.0001114392,0.00003727887,0.00002110435,0.0001485841,0.001062294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002766519,"about_ca_system_score_gemma":0.00001006095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001763054,"about_ca_topic_score_gemma":0.00002473915,"domain_scores_codex":[0.9993004,0.000001758074,0.0002488958,0.0002434907,0.0001136776,0.00009177144],"domain_scores_gemma":[0.9993965,0.000009033902,0.00005715182,0.0004242897,0.00007585195,0.0000371961],"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":[0.000008809986,0.00001794887,0.000003028915,0.0001552485,0.0002726586,4.861643e-7,0.0002433265,0.00002412119,0.01900403,0.03009367,0.9447236,0.005453044],"study_design_scores_gemma":[0.0000486282,0.00001191538,0.00001052345,0.00005440316,0.00004013083,0.000002757909,0.00001494952,0.00008682944,0.03751116,0.006792443,0.9552018,0.0002244261],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003084632,0.00077631,0.0008345995,0.0003441708,0.001755692,0.0002869442,0.0005000352,0.0005836225,0.9946102],"genre_scores_gemma":[0.00403787,0.001591979,0.003683542,0.00003712463,0.002011416,0.00002919732,0.0006044359,0.00008093081,0.9879235],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02330123,"threshold_uncertainty_score":0.9997155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02476702975964335,"score_gpt":0.1986672683351165,"score_spread":0.1739002385754731,"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."}}