{"id":"W2013616784","doi":"10.1039/c3mb90018e","title":"Network Biology editorial 2013","year":2013,"lang":"en","type":"editorial","venue":"Molecular BioSystems","topic":"Bioinformatics and Genomic Networks","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Biology; Data science; Computational biology","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0007009806,0.0008122892,0.0008271884,0.00009319425,0.000170608,0.0002106969,0.001035533,0.004575161,0.00005688899],"category_scores_gemma":[0.0001965919,0.0007647989,0.0004064719,0.0001680419,0.0001510389,0.00000548959,0.0005853871,0.00092106,0.0005147877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006276097,"about_ca_system_score_gemma":0.0004305471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003096501,"about_ca_topic_score_gemma":0.00005265197,"domain_scores_codex":[0.996185,0.000248593,0.0009486431,0.0009681135,0.0005877581,0.001061876],"domain_scores_gemma":[0.9970535,0.00006483657,0.0006322456,0.001429519,0.0005349776,0.0002849094],"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":[0.00004108354,0.00002472665,0.00000405229,0.0001185516,0.0002838417,0.000004322723,0.000008712935,0.00009716053,0.02182614,0.000148116,0.9771466,0.0002966716],"study_design_scores_gemma":[0.0006855257,0.0003914887,3.364042e-7,0.000106835,0.00008115453,0.000005314753,0.00000897908,0.00007837622,0.0007607195,0.0006873558,0.9963143,0.000879641],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0002641133,0.006902843,0.003864576,0.00008667105,0.9855181,0.0008602873,0.0003211295,0.00005648383,0.002125809],"genre_scores_gemma":[0.002834821,0.0004606738,0.0004946739,0.0001866602,0.9866267,0.0001945091,0.007112694,0.0001821642,0.001907136],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02106542,"threshold_uncertainty_score":0.9994803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003564022447264959,"score_gpt":0.2173859812351326,"score_spread":0.2138219587878676,"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."}}