{"id":"W2327149980","doi":"10.1101/pdb.prot088807","title":"Synthetic Genetic Array Analysis","year":2016,"lang":"en","type":"article","venue":"Cold Spring Harbor Protocols","topic":"Fungal and yeast genetics research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre; University of Toronto","funders":"","keywords":"Genetics; Mutant; Computational biology; Biology; Gene; Genetic analysis; Allele; Mutation; Computer science","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":[0.001623007,0.001428732,0.001487663,0.003491316,0.001008375,0.002196099,0.001757436,0.0009343445,0.02659722],"category_scores_gemma":[0.002920592,0.0009324668,0.001450527,0.003174464,0.00062308,0.0006750935,0.001451538,0.001724775,0.01659897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007840702,"about_ca_system_score_gemma":0.0008337823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009534577,"about_ca_topic_score_gemma":0.001653539,"domain_scores_codex":[0.9974551,0.0003227639,0.0002180723,0.0007273162,0.001029817,0.0002469906],"domain_scores_gemma":[0.99799,0.0005385844,0.0002361468,0.0004619325,0.0005688905,0.0002043684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006606826,0.0002419767,0.002562805,0.0007265374,0.0001738755,0.0005564147,0.0002221418,0.006861205,0.8510496,0.01656464,0.01816657,0.1022136],"study_design_scores_gemma":[0.0001107581,0.0004810797,0.003770725,0.00008153019,0.0001562035,0.001068536,0.0001295019,0.04943055,0.7447178,0.008629893,0.1912467,0.000176673],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03306925,0.0009059076,0.9001507,0.0003260712,0.0004662392,0.001141038,0.02197221,0.01736878,0.02459972],"genre_scores_gemma":[0.0855002,0.00139258,0.831786,0.0004126645,0.00008116222,0.00299591,0.04632324,0.004705571,0.02680276],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02659722,"threshold_uncertainty_score":0.08897662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01640254900568938,"score_gpt":0.287443695608684,"score_spread":0.2710411466029946,"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."}}