{"id":"W2586375435","doi":"10.1186/s12934-017-0633-9","title":"Current lipid extraction methods are significantly enhanced adding a water treatment step in Chlorella protothecoides","year":2017,"lang":"en","type":"article","venue":"Microbial Cell Factories","topic":"Algal biology and biofuel production","field":"Energy","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski; Polytechnique Montréal","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Extraction (chemistry); Biodiesel; Acetone; Chloroform; Chromatography; Chemistry; Solvent; Dichloromethane; Biodiesel production; Methanol; Biochemistry; Organic chemistry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002483044,0.000764697,0.0003268783,0.0003015645,0.0002322165,0.0003430083,0.0002435717,0.0003146653,0.0004971647],"category_scores_gemma":[0.0002800766,0.0003207047,0.0003960057,0.0003732088,0.0002900115,0.0004445646,0.0004754261,0.000612552,0.0004386143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002980352,"about_ca_system_score_gemma":0.0003017647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00133312,"about_ca_topic_score_gemma":0.003706483,"domain_scores_codex":[0.9995976,0.00004312663,0.00004047067,0.00009336396,0.0001791748,0.00004621988],"domain_scores_gemma":[0.9998598,0.00002376443,0.00005896759,0.00001455108,0.00003109016,0.00001176983],"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":[0.00002368115,0.000004529789,0.00009017505,0.00006070908,0.000002610977,0.00002597742,0.000007957803,0.00003002636,0.9987298,0.000009319137,0.00001216971,0.001003119],"study_design_scores_gemma":[0.000002892257,0.00004965958,0.002052325,0.000005279018,0.00001051151,0.00008038957,0.00001325494,0.0001908662,0.9961737,0.00001310997,0.001401485,0.000006498835],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9712971,0.00314731,0.02223485,0.0001925594,0.0000738563,0.00008656443,0.0006120987,0.0002273975,0.002128287],"genre_scores_gemma":[0.9680599,0.00272683,0.0222996,0.0001699999,0.00001997935,0.0001463804,0.001160182,0.00009560454,0.005321532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00133312,"threshold_uncertainty_score":0.002650738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03429970587467285,"score_gpt":0.3200296144812819,"score_spread":0.285729908606609,"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."}}