{"id":"W3048859111","doi":"10.1016/j.ijfoodmicro.2020.108818","title":"Kluyveromyces marxianus: An emerging yeast cell factory for applications in food and biotechnology","year":2020,"lang":"en","type":"review","venue":"International Journal of Food Microbiology","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":277,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"Fonds de recherche du Québec – Nature et technologies","keywords":"Kluyveromyces marxianus; Biotechnology; Yeast; Biology; Industrial biotechnology; Industrial microbiology; Food industry; Fermentation; Kluyveromyces; Biochemical engineering; Food science; Saccharomyces cerevisiae; Engineering; Biochemistry","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":[0.00054721,0.001272566,0.001104596,0.002372277,0.0001773138,0.0009553964,0.0006809777,0.0007590438,0.001771167],"category_scores_gemma":[0.0003837038,0.0003102281,0.0004352159,0.003195308,0.000411481,0.001245593,0.0009478917,0.001027883,0.001353135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006181944,"about_ca_system_score_gemma":0.001199522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001183766,"about_ca_topic_score_gemma":0.002257122,"domain_scores_codex":[0.9997817,0.00001692352,0.00002839329,0.00003667913,0.0001027148,0.00003359295],"domain_scores_gemma":[0.9997976,0.0000413237,0.00007172389,0.000008519172,0.00004905686,0.00003164248],"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":[0.000141182,0.00006033388,0.0001385804,0.01482389,0.00007910185,0.0001225675,0.00002831389,0.0003865601,0.011255,0.001805109,0.008088038,0.9630714],"study_design_scores_gemma":[0.00003052166,0.0002303765,0.001049629,0.00211193,0.0002113578,0.0004640745,0.00004991291,0.0001080793,0.00633195,0.00103341,0.9883513,0.00002738337],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000778571,0.9967089,0.000482941,0.0001977988,0.0002051929,0.000007719008,0.00006332053,0.00002425474,0.001531297],"genre_scores_gemma":[0.002656077,0.9953496,0.0004855387,0.0001400011,0.00006479327,0.000007402619,0.00009012511,0.000003614195,0.001203025],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002372277,"threshold_uncertainty_score":0.005925179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02640431164260369,"score_gpt":0.2719975230095865,"score_spread":0.2455932113669828,"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."}}