{"id":"W2081705632","doi":"10.1007/s00253-014-5768-6","title":"High-purity biodiesel production from microalgae and added-value lipid extraction: a new process","year":2014,"lang":"en","type":"article","venue":"Applied Microbiology and Biotechnology","topic":"Biodiesel Production and Applications","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"Fonds Québécois de la Recherche sur la Nature et les Technologies; Université de Sherbrooke; U.S. Environmental Protection Agency","keywords":"Biodiesel; Saponification; Unsaponifiable; Potassium hydroxide; Biodiesel production; Saponification value; Acid value; Chemistry; Methanol; Fatty acid methyl ester; Chromatography; Sulfuric acid; Transesterification; Extraction (chemistry); Organic chemistry; Yield (engineering); Food science; Biochemistry; Materials science; Catalysis","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":[0.0001073465,0.0002323606,0.0002730865,0.0001334144,0.0001909588,0.00001908753,0.0001301731,0.0007125982,0.00004113706],"category_scores_gemma":[0.00001601324,0.0002215426,0.00002025691,0.0002036878,0.000481373,0.00005300275,0.00006083838,0.0004473585,0.00007041515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001898025,"about_ca_system_score_gemma":0.00001424003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006764413,"about_ca_topic_score_gemma":0.00006706141,"domain_scores_codex":[0.9988884,0.0000181743,0.000227736,0.000571925,0.00002143059,0.0002722734],"domain_scores_gemma":[0.9995146,0.00002719228,0.00005985684,0.0003138531,0.00002221855,0.00006225932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001976164,0.00002540123,0.00009991918,0.00003182891,0.00005321044,2.019165e-7,0.00009246856,0.00001536715,0.9292852,0.009185066,0.005975519,0.05521608],"study_design_scores_gemma":[0.0004840699,0.00004575899,0.000773124,0.000008074344,0.00004123147,0.0001272683,0.0001870876,0.00003658349,0.8580956,0.006189229,0.133697,0.0003149502],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826617,0.001480935,0.003547725,0.00990232,0.0006454282,0.0004402932,0.00004561472,0.001049959,0.0002260481],"genre_scores_gemma":[0.9934625,0.001024887,0.004607163,0.0002023388,0.0004369607,0.00006195499,0.0001105008,0.00002057194,0.00007314332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1277214,"threshold_uncertainty_score":0.9034246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00547184286773237,"score_gpt":0.1959376609433069,"score_spread":0.1904658180755746,"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."}}