{"id":"W2800733549","doi":"10.3390/en11051036","title":"Microbial Biodiesel Production by Direct Transesterification of Rhodotorula glutinis Biomass","year":2018,"lang":"en","type":"article","venue":"Energies","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Beef Cattle Research Council; Tunghai University","keywords":"Transesterification; Biodiesel; Biodiesel production; Fatty acid methyl ester; Methanol; Rhodotorula; Chemistry; Biomass (ecology); Yield (engineering); Sodium hydroxide; Organic chemistry; Catalysis; Materials science; Yeast; Biology; Biochemistry; Agronomy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001336522,0.0001084699,0.0001098077,0.00004364859,0.00005524441,0.000009753161,0.00008936854,0.00008841528,0.00000892152],"category_scores_gemma":[0.00005486569,0.0001009411,0.00004948902,0.000118233,0.0001522944,0.000004785799,0.00001767476,0.00002535506,0.000004763842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005180606,"about_ca_system_score_gemma":0.00001660887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005376194,"about_ca_topic_score_gemma":0.00001030367,"domain_scores_codex":[0.9993349,0.00003310711,0.000168777,0.0002772172,0.00005766051,0.0001283052],"domain_scores_gemma":[0.9995542,0.000001176122,0.00006813048,0.0002548348,0.00009988565,0.00002180312],"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":[0.00005626752,0.00003846619,0.00007154061,0.00002446692,0.00002661383,3.676567e-8,0.00007603464,0.00002760237,0.9864326,0.000009935282,0.01113259,0.002103813],"study_design_scores_gemma":[0.00009628962,0.0001057451,0.0003193956,0.000008082447,0.00001156646,0.000005208278,0.00001912659,0.000002131654,0.8218891,0.00000174363,0.1774446,0.00009702722],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973342,0.0007825134,0.000422229,0.0001596802,0.0008859169,0.00008509568,0.00004580093,0.0000316085,0.0002529461],"genre_scores_gemma":[0.9962654,0.0002363178,0.001021639,0.0000142404,0.0008819897,0.000008758157,0.0001499243,0.00001434354,0.00140736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.166312,"threshold_uncertainty_score":0.4116258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006023588992966536,"score_gpt":0.2164794034485202,"score_spread":0.2104558144555537,"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."}}