{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001179064,0.0001513762,0.0001359411,0.0001173442,0.00007179403,0.00001641314,0.0002148052,0.0004064928,0.00002364472],"category_scores_gemma":[0.000119687,0.0001509654,0.00004984988,0.0001992455,0.0000922395,0.000002542641,0.00005200009,0.0001430267,0.0000635623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001617064,"about_ca_system_score_gemma":0.00001574603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005158052,"about_ca_topic_score_gemma":0.00002095829,"domain_scores_codex":[0.9990866,0.00003434167,0.0001779905,0.0004310377,0.00006203505,0.0002080384],"domain_scores_gemma":[0.9992644,0.000003659034,0.00009420099,0.0005418498,0.00005515769,0.00004070218],"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":[0.0000123508,0.00003778204,0.0009523886,0.000003093065,0.00002054315,2.288952e-7,0.000009661318,0.000008956866,0.9423261,0.0001027332,0.0008718597,0.05565428],"study_design_scores_gemma":[0.0001965307,0.00008224976,0.006837148,0.000004583376,0.0000153963,0.00003350335,0.00003040385,0.00001084453,0.6834545,0.00003106913,0.3091742,0.0001295855],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850702,0.0005669696,0.01262491,0.0008818663,0.0003456899,0.000110987,0.00001005129,0.000225449,0.000163821],"genre_scores_gemma":[0.9943312,0.00009381885,0.004216938,0.00009797014,0.0007796279,0.00001393484,0.0001631775,0.00002818986,0.0002750997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3083023,"threshold_uncertainty_score":0.6156189,"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."}}