{"id":"W6964255912","doi":"10.25345/c5w95107c","title":"MassIVE MSV000095759 - Mining Yeast Diversity Unveils Novel Targets for Improved Heterologous Laccase Production in Saccharomyces cerevisiae","year":2024,"lang":"en","type":"dataset","venue":"UC San Diego","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Saccharomyces cerevisiae; Yeast; Heterologous; Laccase; Production (economics); Diversity (politics); Saccharomyces","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008799608,0.00322018,0.002366197,0.004304803,0.001086496,0.002150229,0.00229612,0.002358373,0.01435181],"category_scores_gemma":[0.003000559,0.0005851848,0.002172133,0.006017849,0.0004825309,0.0007640473,0.001854273,0.001144217,0.01627632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009487211,"about_ca_system_score_gemma":0.002300956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02014612,"about_ca_topic_score_gemma":0.03689098,"domain_scores_codex":[0.9990121,0.0001166465,0.00009649513,0.000378208,0.0002511841,0.0001453922],"domain_scores_gemma":[0.9991888,0.0002743353,0.00008210813,0.0001668549,0.000168885,0.0001189491],"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":[0.001050626,0.0001266155,0.01160541,0.00418635,0.0006229484,0.0003234638,0.0001189593,0.003660056,0.004796638,0.001004622,0.9564018,0.01610259],"study_design_scores_gemma":[0.001440854,0.0002184548,0.02785208,0.00108858,0.001019407,0.0005342661,0.00038518,0.006388456,0.007432658,0.003890627,0.9495797,0.0001697536],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.004091405,0.001040655,0.0002337839,0.0001181095,0.0000654016,0.00001589538,0.9922372,0.001105157,0.001092561],"genre_scores_gemma":[0.00284786,0.0002500711,0.000537323,0.00005121403,0.000007542207,0.000034244,0.9958645,0.00006933085,0.0003378909],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02014612,"threshold_uncertainty_score":0.0480116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02853431019704058,"score_gpt":0.2740483898264147,"score_spread":0.2455140796293741,"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."}}