{"id":"W2619603235","doi":"10.18331/brj2017.4.2.4","title":"Biofuel production from Jerusalem artichoke tuber inulins: a review","year":2017,"lang":"en","type":"review","venue":"Biofuel Research Journal","topic":"Microbial Metabolites in Food Biotechnology","field":"Nursing","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Renewable Bioproducts Institute; Georgia Institute of Technology","keywords":"Jerusalem artichoke; Ethanol fuel; Ethanol fermentation; Inulin; Fermentation; Biofuel; Fructose; Bioprocess; Fructan; Kluyveromyces marxianus; Ethanol; Raw material; Food science; Chemistry; Bioenergy; Biomass (ecology); Yeast; Agronomy; Biotechnology; Biology; Biochemistry; Saccharomyces cerevisiae","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0003289184,0.0007409055,0.001027294,0.002953507,0.0002635525,0.0008465741,0.0005688797,0.0006428766,0.003047494],"category_scores_gemma":[0.0004832404,0.0003257475,0.0005327447,0.00269139,0.0001944841,0.0009786087,0.0004440266,0.0007069164,0.001158354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003182892,"about_ca_system_score_gemma":0.0007549825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001215964,"about_ca_topic_score_gemma":0.001993021,"domain_scores_codex":[0.9998726,0.00001299401,0.00002624474,0.00002672261,0.00005018706,0.00001125223],"domain_scores_gemma":[0.9997686,0.00008451377,0.00005826122,0.000005944661,0.00006079825,0.00002189583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008506259,0.00009797968,0.0003423266,0.05699737,0.0001823462,0.0003811347,0.0001071679,0.0004593021,0.005988677,0.00206052,0.01518205,0.9181161],"study_design_scores_gemma":[0.0000107959,0.000147477,0.001274629,0.005370099,0.0002474773,0.00117411,0.00009005547,0.0001004287,0.00192167,0.0006673257,0.9889718,0.00002408067],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003918429,0.9982204,0.000101791,0.00009387906,0.00008374986,0.000005801496,0.00003608931,0.000006855294,0.001059469],"genre_scores_gemma":[0.001509632,0.9975876,0.0002186871,0.00006223891,0.00004578675,0.000005719226,0.00004949496,0.00000130532,0.0005196217],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003047494,"threshold_uncertainty_score":0.0101949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3483013471218489,"score_gpt":0.5108150794221612,"score_spread":0.1625137323003123,"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."}}