{"id":"W2554896117","doi":"10.12688/wellcomeopenres.9992.1","title":"Identifying genes required for respiratory growth of fission yeast","year":2016,"lang":"en","type":"preprint","venue":"Wellcome Open Research","topic":"Fungal and yeast genetics research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Western University","funders":"Wellcome Trust","keywords":"Yeast; Biology; Mutant; Auxotrophy; Computational biology; Budding yeast; Genetics; Gene; Fission; Cell biology; Saccharomyces cerevisiae","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":[0.00025591,0.0008111704,0.0004954648,0.0008776259,0.0003607186,0.0006494741,0.0004607625,0.0004279006,0.001327998],"category_scores_gemma":[0.0005268049,0.0003679752,0.0006327146,0.0006712705,0.0002928142,0.0003186551,0.0007010548,0.000682661,0.001275691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003532629,"about_ca_system_score_gemma":0.0003938255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001473741,"about_ca_topic_score_gemma":0.002016681,"domain_scores_codex":[0.9996547,0.00002283034,0.00005948513,0.00007254706,0.0001514306,0.00003905076],"domain_scores_gemma":[0.9995686,0.0001144746,0.00009930314,0.00007669792,0.00006050271,0.00008034056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004693692,0.00000540518,0.000331581,0.00002139065,0.000002680046,0.00006460489,0.00001415187,0.00004009057,0.9981318,0.00004602157,0.00002938156,0.001265926],"study_design_scores_gemma":[0.000009789142,0.00003831577,0.007115186,0.000005472861,0.00001784567,0.0004222603,0.00002550405,0.0002650612,0.9894855,0.00006990167,0.002536553,0.000008602189],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.966118,0.001278319,0.01987619,0.0002555239,0.00003823116,0.00007384333,0.009936806,0.0005481835,0.001874982],"genre_scores_gemma":[0.9262779,0.002214834,0.03602688,0.0001060999,0.00001426178,0.00008789104,0.03144966,0.0006327763,0.003189564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001473741,"threshold_uncertainty_score":0.004442573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2247655952411398,"score_gpt":0.442680745828461,"score_spread":0.2179151505873212,"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."}}