{"id":"W4253069268","doi":"10.1002/9780470015902.a0000380.pub3","title":"Yeasts","year":2018,"lang":"en","type":"other","venue":"Encyclopedia of Life Sciences","topic":"Fermentation and Sensory Analysis","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Biology; Phylum; Yeast; Sexual reproduction; Ascomycota; Asexual reproduction; Hypha; Botany; Saccharomyces; Saccharomyces cerevisiae; Microbiology; Genetics; Gene","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001854615,0.0001270332,0.0002249934,0.00004627329,0.00008725212,0.0000148557,0.000391257,0.0001046708,0.03965028],"category_scores_gemma":[0.00008364015,0.00004431228,0.00009727063,0.0005268821,0.0004174421,0.00004209613,0.00004335394,0.00003833717,0.0007588023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003629829,"about_ca_system_score_gemma":0.00002464408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003398565,"about_ca_topic_score_gemma":0.000948042,"domain_scores_codex":[0.998933,0.00005988442,0.000197584,0.0002853143,0.0003594238,0.0001647906],"domain_scores_gemma":[0.9995404,0.00006681112,0.0002275934,0.00004799576,0.00002508703,0.00009205872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002628347,0.00003372601,0.005068142,0.000007825674,0.00001874305,6.441749e-7,0.00003510347,4.130941e-7,0.0003509846,0.0001511016,0.9861889,0.008141716],"study_design_scores_gemma":[0.00003207928,0.0001042857,0.004278765,0.00002817878,0.00001411094,3.47563e-7,0.0002111818,0.000008465495,0.00003006725,0.00008843734,0.9950661,0.0001379739],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0145686,0.0002967836,8.009412e-7,0.0002935224,0.0003252549,0.00008174089,0.00003366106,0.00006270447,0.9843369],"genre_scores_gemma":[0.007335623,0.001057868,0.0003744563,0.0002473462,0.001135492,0.000004586324,0.000029215,0.000004203971,0.9898112],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03889148,"threshold_uncertainty_score":0.9753121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0229068927726633,"score_gpt":0.2509647105487162,"score_spread":0.2280578177760529,"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."}}