{"id":"W1986246000","doi":"10.1038/nmeth1109-797","title":"You too can play with an edge","year":2009,"lang":"en","type":"letter","venue":"Nature Methods","topic":"Genomics and Chromatin Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computational biology; Function (biology); Gene; Biology; Isolation (microbiology); Genetics; Protein function; Cell biology; Bioinformatics","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":[0.006113645,0.0009012235,0.001313812,0.0004384669,0.004734857,0.005048951,0.001748299,0.04336218,0.01186436],"category_scores_gemma":[0.0239399,0.0006946907,0.001275875,0.0002935007,0.006246037,0.00699644,0.003654153,0.05862604,0.01113451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002946904,"about_ca_system_score_gemma":0.001946484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001640645,"about_ca_topic_score_gemma":0.004100015,"domain_scores_codex":[0.9949722,0.001235972,0.0003291156,0.000656013,0.002242045,0.0005645363],"domain_scores_gemma":[0.9881961,0.007000195,0.0004060728,0.0006045334,0.001718857,0.00207426],"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":[0.00005110082,0.00003651001,0.000161371,0.00003851709,0.00001181691,0.0004070271,0.00006052813,0.00003726023,0.000321016,0.00616832,0.9807941,0.01191246],"study_design_scores_gemma":[0.00008597747,0.00005729907,0.0004004761,0.0000997357,0.00001611318,0.0008787743,0.0003021435,0.000396729,0.0004606785,0.03362576,0.9636187,0.00005766208],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001991217,0.001529425,0.0008473726,0.957786,0.03592972,0.00001119414,0.00002091952,0.00006693326,0.003609326],"genre_scores_gemma":[0.002915181,0.0008130297,0.001142888,0.9597253,0.02020113,0.00004598448,0.00001627927,0.00003806047,0.01510211],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04336218,"threshold_uncertainty_score":0.03969026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007478934373703337,"score_gpt":0.3051642826121351,"score_spread":0.2976853482384318,"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."}}