{"id":"W3131815310","doi":"","title":"Physiological, biochemical and molecular characterisation of hydroxycinnamic acid catabolism by Dekkera and Brettanomyces yeasts.","year":2010,"lang":"en","type":"dissertation","venue":"Adelaide Research & Scholarship (AR&S) (University of Adelaide)","topic":"Fermentation and Sensory Analysis","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Curtin University of Technology; Australian Government; Alberta Water Research Institute","keywords":"Catabolism; Food science; Chemistry; Biochemistry; Biology; Metabolism","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0001837299,0.0005696939,0.0004140773,0.0004575549,0.000167828,0.0006016011,0.0002576465,0.0003708017,0.0005626954],"category_scores_gemma":[0.0003112072,0.0001897404,0.0005404585,0.0005858822,0.0002394098,0.0004797762,0.0004421199,0.0005971537,0.0005689158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001635196,"about_ca_system_score_gemma":0.000183305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001824453,"about_ca_topic_score_gemma":0.001174244,"domain_scores_codex":[0.9997757,0.00002415692,0.00002987542,0.00006235813,0.00007040702,0.00003742792],"domain_scores_gemma":[0.9997222,0.00005667709,0.00005583731,0.00003598755,0.00008118502,0.00004810159],"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":[0.00006351223,0.00002749683,0.0005178782,0.00004159324,0.000005746508,0.00004795024,0.00003988422,0.00003869134,0.9977901,0.00001817185,0.00001332928,0.001395668],"study_design_scores_gemma":[0.00001542191,0.0008687373,0.09668218,0.0000257388,0.00007550813,0.001280857,0.0005422892,0.001096136,0.8926678,0.0001369489,0.006571741,0.00003662962],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987672,0.003623612,0.003142779,0.0001136571,0.00005922943,0.00009878262,0.003446053,0.00007891207,0.001765041],"genre_scores_gemma":[0.973669,0.002572401,0.008603291,0.00007970762,0.00002702373,0.0001145118,0.01027441,0.00006332438,0.004596331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001824453,"threshold_uncertainty_score":0.003627658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02687472808223756,"score_gpt":0.2736419703789376,"score_spread":0.2467672422967001,"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."}}