{"id":"W2027426020","doi":"10.1016/j.biortech.2014.01.132","title":"Ultrasonication assisted lipid extraction from oleaginous microorganisms","year":2014,"lang":"en","type":"article","venue":"Bioresource Technology","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":106,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sonication; Chloroform; Methanol; Extraction (chemistry); Chromatography; Hexane; Chemistry; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001353582,0.0003195205,0.0002245994,0.0002725878,0.0001528138,0.0002908591,0.0001693126,0.000227284,0.0006772478],"category_scores_gemma":[0.0002077068,0.0001324738,0.0002111114,0.000305149,0.0001611101,0.0003273483,0.0003360288,0.0004465539,0.0003472093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001775163,"about_ca_system_score_gemma":0.0002182568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006037712,"about_ca_topic_score_gemma":0.001199864,"domain_scores_codex":[0.9999028,0.00001404116,0.00001082544,0.000015289,0.00002946087,0.00002753004],"domain_scores_gemma":[0.9999378,0.00002333146,0.0000112372,0.000005734111,0.00001420827,0.000007806017],"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":[0.00005038347,0.000006090057,0.00006972368,0.00002250975,0.000002157823,0.0000259276,0.00002181314,0.00003285107,0.9974493,0.0000199156,0.00001221396,0.002286944],"study_design_scores_gemma":[0.000005082427,0.00004505438,0.001080509,0.000003738491,0.000008517115,0.00004280378,0.00002560009,0.0002213743,0.9976877,0.00002236938,0.0008536388,0.000003502378],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883499,0.001624041,0.008461975,0.0001263734,0.00002987413,0.00002612381,0.0001261991,0.00005116285,0.001204257],"genre_scores_gemma":[0.9900547,0.001259157,0.004753946,0.00005214167,0.00001874231,0.00002806316,0.000350299,0.00002731552,0.003455548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006772478,"threshold_uncertainty_score":0.002265632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003897792233078889,"score_gpt":0.2072137887404249,"score_spread":0.203315996507346,"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."}}