{"id":"W6939725675","doi":"10.6084/m9.figshare.26673864","title":"Additional file 3 of Genome-wide screen identifies new set of genes for improved heterologous laccase expression in Saccharomyces cerevisiae","year":2024,"lang":"en","type":"dataset","venue":"Figshare","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Plasmid; Saccharomyces cerevisiae; Gene; Set (abstract data type); Heterologous; Table (database); Yeast; Heterologous expression","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":[0.001481437,0.002264757,0.002727158,0.003809006,0.001201176,0.002742638,0.002871179,0.002688998,0.4172041],"category_scores_gemma":[0.01266214,0.0008036317,0.001955719,0.005445446,0.0004587561,0.001421862,0.001709287,0.001595665,0.1067617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001261446,"about_ca_system_score_gemma":0.002639022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009969709,"about_ca_topic_score_gemma":0.01935626,"domain_scores_codex":[0.998958,0.0001470106,0.0001527002,0.000394254,0.0001810845,0.0001669935],"domain_scores_gemma":[0.9926423,0.005088516,0.0005165951,0.0006040055,0.0007719164,0.0003765732],"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":[0.000601594,0.00009320724,0.005367587,0.01275465,0.0003243076,0.0001595827,0.00007111766,0.0008675162,0.0007733057,0.0008391617,0.9730419,0.005106045],"study_design_scores_gemma":[0.004227014,0.0002326789,0.02396383,0.003406293,0.0008297342,0.0004548711,0.0002077101,0.001188385,0.001696579,0.006261657,0.9573907,0.0001404849],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006290961,0.00003201498,0.00003723129,0.00001621506,0.000004602809,0.000007342849,0.9996371,0.00008853133,0.0001141252],"genre_scores_gemma":[0.0008920044,0.00007474294,0.0004263044,0.00009681482,0.000007551822,0.0001874114,0.9976687,0.0001175221,0.000529099],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4172041,"threshold_uncertainty_score":0.8312876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01585031667617343,"score_gpt":0.3078158538319388,"score_spread":0.2919655371557654,"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."}}