{"id":"W2060428411","doi":"10.1038/ng.2787","title":"Thread 2: Network models","year":2013,"lang":"en","type":"article","venue":"Nature Genetics","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nature Conservancy of Canada; University of Toronto","funders":"","keywords":"Biology; Thread (computing); Computational biology; Computer science; Operating system","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003446672,0.00008288329,0.0001088039,0.00005323498,0.0001097467,0.0001717845,0.0005533625,0.000242695,0.000766782],"category_scores_gemma":[0.0001008111,0.00005980329,0.00006033434,0.0005635223,0.00003343148,0.0001050556,0.00009383863,0.0002428151,0.0006165279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001015,"about_ca_system_score_gemma":0.00002056724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004392478,"about_ca_topic_score_gemma":0.000004138588,"domain_scores_codex":[0.9986514,0.00002735303,0.0002817396,0.0002688722,0.0005928106,0.0001777707],"domain_scores_gemma":[0.9985232,0.0002477763,0.00008740674,0.0006553171,0.0004077046,0.00007860254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001959676,0.00003138776,0.007905875,7.99166e-7,0.000007182467,3.52712e-7,0.0000795096,0.09157562,0.00009606383,0.1005137,0.6070028,0.1927848],"study_design_scores_gemma":[0.0000440658,0.000009250408,0.01027567,0.000001640718,0.000002416795,9.531537e-7,0.0000150056,0.0474224,0.0002811579,0.8273245,0.1145487,0.00007432669],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3925682,0.005515741,0.4676646,0.006325605,0.0008654715,0.001400493,0.00002172736,0.0004369256,0.1252013],"genre_scores_gemma":[0.9359972,0.00004974605,0.05992727,0.001446682,0.0002845971,0.00003644404,0.000003864139,0.000009436308,0.002244743],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7268108,"threshold_uncertainty_score":0.8395725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08584405768507898,"score_gpt":0.4005148585795305,"score_spread":0.3146708008944515,"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."}}