{"id":"W6920868151","doi":"10.6084/m9.figshare.25107795","title":"Additional file 1 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":"Conflict Management and Negotiation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Saccharomyces cerevisiae; Gene; Set (abstract data type); Table (database); Heterologous; Overlay; 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":[0.001105882,0.002091129,0.002332874,0.003113482,0.001268207,0.002419144,0.002662861,0.002431899,0.410249],"category_scores_gemma":[0.008645894,0.0006978442,0.001877574,0.005275095,0.0003807605,0.001172923,0.001414708,0.001345702,0.09707639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001179628,"about_ca_system_score_gemma":0.00245593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01053564,"about_ca_topic_score_gemma":0.02255174,"domain_scores_codex":[0.9991941,0.0001069899,0.0001009485,0.0002797209,0.0001618397,0.0001563636],"domain_scores_gemma":[0.9953957,0.00298208,0.0003564349,0.0004016219,0.0005572978,0.0003067213],"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":[0.00041262,0.00009599564,0.004141303,0.006570176,0.0002091723,0.0001407365,0.00005336561,0.0007443547,0.0007118499,0.0007436622,0.9824262,0.003750506],"study_design_scores_gemma":[0.004982266,0.0003501129,0.0361468,0.002515365,0.0008782719,0.0006695018,0.0002947577,0.001585426,0.002515824,0.006847155,0.9430381,0.0001764221],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008861013,0.00002904202,0.0000337246,0.00001699028,0.000005151166,0.000008415614,0.9996045,0.00006526222,0.0001482184],"genre_scores_gemma":[0.0009465637,0.00005759307,0.0003323409,0.00007447562,0.00000652868,0.0001426654,0.9978876,0.00006603922,0.0004861699],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.410249,"threshold_uncertainty_score":0.8412082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04789220946187631,"score_gpt":0.3053555379516334,"score_spread":0.2574633284897572,"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."}}