{"id":"W2077167936","doi":"10.1126/science.1224339","title":"Global Gene Deletion Analysis Exploring Yeast Filamentous Growth","year":2012,"lang":"en","type":"article","venue":"Science","topic":"Fungal and yeast genetics research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":221,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Biotechnology Research Institute; Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital; University of Toronto","funders":"National Institute of General Medical Sciences; Canadian Institutes of Health Research; Howard Hughes Medical Institute","keywords":"Biology; Saccharomyces cerevisiae; Candida albicans; Gene; Yeast; Genetics; Filamentation; Genome; Cell biology; Microbiology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0003669407,0.00006886035,0.00006063317,0.00007334678,0.0001335154,0.000041422,0.0002764126,0.00002912832,0.00002561707],"category_scores_gemma":[0.00006893789,0.00006166946,0.00005587603,0.001009135,0.0001741353,0.00001264167,0.0001986582,0.00002913135,0.00003772457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003443038,"about_ca_system_score_gemma":0.00006612897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000244128,"about_ca_topic_score_gemma":0.00001293144,"domain_scores_codex":[0.9989153,0.00001952407,0.00007996341,0.0002440937,0.0003355433,0.0004056104],"domain_scores_gemma":[0.9994582,0.000001653025,0.00002172084,0.0002190325,0.0001128565,0.0001865612],"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":[0.000008072591,0.00002934452,0.07208455,0.000002199524,0.00002171187,4.242554e-7,0.0000240612,0.0001127275,0.926093,0.0000859182,0.00005796958,0.001480045],"study_design_scores_gemma":[0.00008140977,0.00006005082,0.2617073,0.000001404977,0.00002504053,0.000006110232,0.00004262369,0.0001684365,0.7357104,0.00002840329,0.002055799,0.0001130086],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948891,0.000488397,0.002829537,0.000029946,0.00015812,0.00004608006,0.00001465926,0.000006754714,0.001537348],"genre_scores_gemma":[0.9984583,0.0001020002,0.0009940395,0.00004779747,0.0001984081,0.00001285531,0.00001721205,0.000003314042,0.0001660839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1903826,"threshold_uncertainty_score":0.2514808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0351193344365851,"score_gpt":0.3006558294519044,"score_spread":0.2655364950153193,"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."}}