{"id":"W6977226303","doi":"10.6084/m9.figshare.28561446.v1","title":"Additional file 5 of Mining yeast diversity unveils novel targets for improved heterologous laccase production in Saccharomyces cerevisiae","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Enzyme-mediated dye degradation","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Saccharomyces cerevisiae; Yeast; Heterologous; Laccase; Production (economics); Diversity (politics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001012732,0.001704261,0.001848143,0.003678691,0.0009410917,0.002064967,0.001771105,0.001595754,0.7889461],"category_scores_gemma":[0.0103688,0.0007973474,0.001430976,0.004424167,0.0003269163,0.001527785,0.001171223,0.0009906598,0.1985945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001078153,"about_ca_system_score_gemma":0.001617592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00399929,"about_ca_topic_score_gemma":0.01029454,"domain_scores_codex":[0.9993044,0.00007489198,0.00009493959,0.0002133028,0.0001872736,0.0001251927],"domain_scores_gemma":[0.9934684,0.004705557,0.0003738616,0.0004475583,0.0007565527,0.000248086],"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":[0.0007352856,0.0002872004,0.003560719,0.01079191,0.0001774607,0.0002315434,0.0001313289,0.001091434,0.00262404,0.00128518,0.9637945,0.01528941],"study_design_scores_gemma":[0.00411365,0.0004341668,0.02384931,0.002744409,0.0003361463,0.0005331646,0.0004079339,0.003259799,0.00745471,0.008984762,0.9476191,0.0002628928],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0003013904,0.00003636421,0.0003204064,0.00004197975,0.00002826559,0.00002725286,0.9976912,0.0008413584,0.000711887],"genre_scores_gemma":[0.004851995,0.0001261811,0.004112283,0.0002015325,0.00002875936,0.000393304,0.9867068,0.001089698,0.002489476],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7889461,"threshold_uncertainty_score":0.3010427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02974044968441182,"score_gpt":0.2199319760862081,"score_spread":0.1901915264017963,"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."}}