{"id":"W7106569825","doi":"10.17632/trjgk9nmrk","title":"Tri-Functional CRISPR Screen Reveals Overexpression of QDR2 and QDR3 Transporters Increase Fumaric Acid Production in Kluyveromyces marxianus","year":2025,"lang":"","type":"dataset","venue":"Mendeley Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Kluyveromyces marxianus; Fumaric acid; CRISPR; Yeast; Transporter; Kluyveromyces","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.007205744,0.002401807,0.003447758,0.003860133,0.000572014,0.0002819713,0.004554623,0.001579074,0.001698893],"category_scores_gemma":[0.002267412,0.00257305,0.000301684,0.003700257,0.001045568,0.004497118,0.003696479,0.002797849,0.0001038237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008891018,"about_ca_system_score_gemma":0.001911293,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009179597,"about_ca_topic_score_gemma":0.001788608,"domain_scores_codex":[0.9814768,0.002546356,0.004722512,0.006417449,0.003074728,0.001762122],"domain_scores_gemma":[0.9844363,0.0005831534,0.003195514,0.01047385,0.0005491828,0.0007619988],"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":[0.01132272,0.002445527,0.003252103,0.004828921,0.0008566169,0.0001314898,0.0000754761,0.00005802689,0.01806429,0.00001508336,0.9530417,0.00590808],"study_design_scores_gemma":[0.03060816,0.001634762,0.09223472,0.04076315,0.01100067,0.000886346,0.00140187,0.001805449,0.01384345,0.0007968048,0.7958169,0.009207703],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.02053955,0.004067432,0.0001368196,0.0002998599,0.001172217,0.003936314,0.9696103,0.0001074511,0.0001300922],"genre_scores_gemma":[0.05190177,0.005838429,0.001202882,0.000114002,0.0006037146,0.0002130869,0.9393694,0.0001849003,0.0005718466],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1572247,"threshold_uncertainty_score":0.9997171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04779168972323181,"score_gpt":0.2936826512155556,"score_spread":0.2458909614923238,"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."}}