{"id":"W2515379459","doi":"","title":"Direct Conversion of Wet Microalgae and Oleaginous Yeast to Biodiesel Using Ionic Liquids","year":2016,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Algal biology and biofuel production","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; BioFuelNet Canada; Alexander von Humboldt-Stiftung","keywords":"Biodiesel; Yeast; Pulp and paper industry; Ionic liquid; Chemistry; Biofuel; Environmental science; Food science; Process engineering; Biochemical engineering; Biotechnology; Biology; Engineering; Biochemistry; Catalysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001413857,0.0003453626,0.00023407,0.0001896595,0.0001257292,0.0005815089,0.0002182281,0.0002331919,0.0006804648],"category_scores_gemma":[0.0001231239,0.000134105,0.0004149169,0.000235017,0.0001275441,0.0003740418,0.0003957881,0.0004492913,0.0003692824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002190472,"about_ca_system_score_gemma":0.0002082882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000582985,"about_ca_topic_score_gemma":0.001609452,"domain_scores_codex":[0.9998673,0.00001210194,0.00001402712,0.00002634524,0.00005723439,0.00002293483],"domain_scores_gemma":[0.9999539,0.00001071728,0.00001545535,0.00000491368,0.000009216104,0.000005874991],"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":[0.00001751927,0.00001408719,0.0000963162,0.00003959178,0.000002826949,0.00002770213,0.00001047168,0.0001362896,0.9974526,0.00003161557,0.000006318833,0.002164771],"study_design_scores_gemma":[9.078902e-7,0.00006007046,0.0002380566,0.000002919653,0.000003568551,0.00001489894,0.00001008153,0.0001500474,0.9990024,0.000005658049,0.0005097251,0.000001558845],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859996,0.001204718,0.009931,0.0000672492,0.00002719,0.00004728982,0.0001457983,0.00006834067,0.002508777],"genre_scores_gemma":[0.9761339,0.002521743,0.01446806,0.00005789239,0.000007538364,0.00003766224,0.0003202653,0.0000461598,0.006406775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006804648,"threshold_uncertainty_score":0.002276421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06301953526046643,"score_gpt":0.282795264353018,"score_spread":0.2197757290925516,"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."}}