{"id":"W1185573258","doi":"10.1016/j.fuel.2015.07.101","title":"Production of biodiesel with lithium glyceroxide","year":2015,"lang":"en","type":"article","venue":"Fuel","topic":"Biodiesel Production and Applications","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"Fundamental Research Funds for the Central Universities; Guangdong Science and Technology Department; Ministry of Education of the People's Republic of China; Ministry of Agriculture - Saskatchewan","keywords":"Lithium hydroxide; Transesterification; Chemistry; Catalysis; Sodium methoxide; Lithium (medication); Inorganic chemistry; Nuclear chemistry; Glycerol; Sodium hydroxide; Biodiesel; Biodiesel production; Organic chemistry; Ion exchange; Ion","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00006429238,0.000058418,0.00006759207,0.00003872781,0.00001479602,0.000005862779,0.00004984166,0.00002642382,0.0000112356],"category_scores_gemma":[0.00001706135,0.00004829728,0.0000115214,0.0001822504,0.0000496656,0.00006783563,0.000007400737,0.00005775549,0.00007893726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001907009,"about_ca_system_score_gemma":0.00001301375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001138257,"about_ca_topic_score_gemma":0.00000877327,"domain_scores_codex":[0.9996464,0.000004474252,0.00008882488,0.00009568207,0.0000854625,0.0000791183],"domain_scores_gemma":[0.9996486,0.00000275252,0.00001750135,0.0001975941,0.00008846298,0.00004504466],"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":[0.0002086219,0.0004090779,0.008280735,0.001161298,0.0002994015,0.000002718726,0.007720178,0.02265589,0.120566,0.01185539,0.8087276,0.01811306],"study_design_scores_gemma":[0.0005843534,0.0001236763,0.00474753,0.00003506766,0.00003300423,0.00003687741,0.001074808,0.0007954832,0.1532981,0.001559225,0.8373855,0.0003263431],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8061209,0.003592049,0.009951488,0.008296431,0.003495972,0.001099791,0.00004266523,0.00230752,0.1650932],"genre_scores_gemma":[0.9946831,0.00004052816,0.003508454,0.00001477162,0.0001675996,0.00002817514,0.000007240772,0.0000119071,0.001538229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1885622,"threshold_uncertainty_score":0.1969506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02554762828323336,"score_gpt":0.2164739118822177,"score_spread":0.1909262835989844,"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."}}