{"id":"W7119342972","doi":"","title":"Fantastic yeasts and where to find them : a study of Saccharmyces cerevisiae strain diversity and proteome dynamics in application to recombinant production of laccase enzymes","year":2025,"lang":"en","type":"other","venue":"cIRcle (University of British Columbia)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Laccase; Recombinant DNA; Proteome; Saccharomyces cerevisiae; Gene; Strain (injury); Gene expression; Enzyme","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":[0.0004215174,0.0003470501,0.000236492,0.000432175,0.0002658191,0.0008892941,0.0002769159,0.0001979957,0.0004848072],"category_scores_gemma":[0.0003977296,0.0001065572,0.0002794789,0.0006916279,0.0001917945,0.0004659269,0.0002770495,0.0003718676,0.0001926383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003260125,"about_ca_system_score_gemma":0.0002565254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001393057,"about_ca_topic_score_gemma":0.002266721,"domain_scores_codex":[0.9998455,0.00002071887,0.00001336085,0.00005253341,0.0000513529,0.00001647837],"domain_scores_gemma":[0.9997675,0.0000431475,0.00005099158,0.00002583021,0.00005572137,0.00005680195],"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":[0.0006388411,0.0001752641,0.02544798,0.0002947014,0.00008085206,0.0007471772,0.0006760266,0.0004336906,0.9079924,0.002340371,0.001304984,0.05986776],"study_design_scores_gemma":[0.00004098735,0.001238827,0.1894607,0.0001044355,0.0001818982,0.003812443,0.004537144,0.005267947,0.7037485,0.002495858,0.08896887,0.0001423388],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990248,0.003045699,0.002834286,0.0003014631,0.00004724323,0.00002381813,0.001349835,0.00007191493,0.002077676],"genre_scores_gemma":[0.978018,0.004685788,0.01055111,0.0001719063,0.00001491711,0.00003157804,0.00360909,0.00006412003,0.002853543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001393057,"threshold_uncertainty_score":0.002769947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009385871764018559,"score_gpt":0.1974301736167826,"score_spread":0.188044301852764,"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."}}