{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009904113,0.0004504148,0.0002411281,0.0005229354,0.0001673758,0.0002683252,0.0002845945,0.0002171583,0.001025356],"category_scores_gemma":[0.0001064713,0.0001589449,0.0003075149,0.0004107282,0.0002240493,0.00009518427,0.0002483534,0.0003905203,0.000301102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002765774,"about_ca_system_score_gemma":0.0002274815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001188444,"about_ca_topic_score_gemma":0.001943408,"domain_scores_codex":[0.9999012,0.000007244115,0.000009779121,0.0000386255,0.00002753454,0.00001557851],"domain_scores_gemma":[0.9998821,0.00003095145,0.00003200029,0.00001585296,0.00001695649,0.00002225785],"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":[0.00003373424,0.000008913597,0.0002883007,0.0000175198,0.000005658251,0.00004269185,0.000008433633,0.0000860191,0.9982981,0.00006613819,0.00002384431,0.001120638],"study_design_scores_gemma":[0.00001845288,0.0001072949,0.01742657,0.00001110359,0.00006631584,0.0004777487,0.00005709046,0.001697008,0.9770238,0.0001121339,0.002991683,0.00001090302],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787892,0.0006120282,0.0140088,0.0000664465,0.00001343341,0.00005466444,0.004146579,0.0002104675,0.002098329],"genre_scores_gemma":[0.9795843,0.0007770509,0.01014455,0.00007324009,0.000004975227,0.0000889341,0.006714488,0.0001247299,0.002487628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001188444,"threshold_uncertainty_score":0.003430128,"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."}}