{"id":"W2372022749","doi":"10.1016/j.biortech.2016.05.030","title":"Lipid accumulation from pinewood pyrolysates by Rhodosporidium diobovatum and Chlorella vulgaris for biodiesel production","year":2016,"lang":"en","type":"article","venue":"Bioresource Technology","topic":"Biodiesel Production and Applications","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation; BioFuelNet Canada; Alexander von Humboldt-Stiftung","keywords":"Chlorella vulgaris; Biodiesel; Chemistry; Pyrolysis; Biofuel; Levoglucosan; Food science; Nitrogen; Carbon fibers; Mixotroph; Hydrolysis; Biodiesel production; Botany; Organic chemistry; Materials science; Biology; Algae; Catalysis; Biotechnology","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":[0.0001881216,0.0005336204,0.0002672012,0.0002549333,0.0001903914,0.0004677993,0.0001902386,0.0002282689,0.0004303398],"category_scores_gemma":[0.0001530451,0.0001770386,0.0002889437,0.0002237764,0.000148078,0.0003526675,0.0003738462,0.000416399,0.000168104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002913753,"about_ca_system_score_gemma":0.0004794012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003364492,"about_ca_topic_score_gemma":0.004524661,"domain_scores_codex":[0.9998282,0.00002201372,0.00001384172,0.00002928395,0.00005326012,0.00005330972],"domain_scores_gemma":[0.9999124,0.00001554165,0.00001948556,0.000008643839,0.00002125536,0.00002279015],"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":[0.0000789319,0.00001127498,0.0001450616,0.00001640727,0.000001693829,0.00002208088,0.00001357795,0.00002491009,0.9992433,0.000007497404,0.000004161107,0.0004311462],"study_design_scores_gemma":[0.00000718018,0.0001878352,0.003558624,0.000004566734,0.00001208218,0.00003881006,0.00006983034,0.0001737007,0.995728,0.0000125039,0.0002019481,0.000004934559],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981043,0.0003394208,0.0007053038,0.0000299918,0.00001016463,0.00001630221,0.0001908165,0.00001409905,0.0005897081],"genre_scores_gemma":[0.9976985,0.0002584742,0.0005788534,0.00001252164,0.000002575463,0.00001047253,0.0003212021,0.00001056672,0.001106834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003364492,"threshold_uncertainty_score":0.006689847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01453416669472686,"score_gpt":0.2257258236763754,"score_spread":0.2111916569816485,"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."}}