{"id":"W4293878749","doi":"10.1016/j.chaos.2022.112579","title":"Editorial: Recent advances in computational biology","year":2022,"lang":"en","type":"editorial","venue":"Chaos Solitons & Fractals","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Computational biology; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009303788,0.0034423,0.003544027,0.004540987,0.003521537,0.009415462,0.003893835,0.01393959,0.0180612],"category_scores_gemma":[0.04235244,0.001233783,0.002652407,0.00206519,0.00331074,0.004364497,0.002270537,0.02089309,0.0122102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003123353,"about_ca_system_score_gemma":0.003271634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001677407,"about_ca_topic_score_gemma":0.005591367,"domain_scores_codex":[0.9931416,0.001414135,0.0006699963,0.0007098748,0.00364235,0.0004221791],"domain_scores_gemma":[0.9575341,0.02002061,0.002038664,0.001079281,0.01345233,0.005874962],"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":[0.00002070726,0.000006741891,0.00001245112,0.00009434696,0.0000152678,0.0000393447,0.000005207812,0.00002178485,0.00002071131,0.0002499177,0.9971653,0.002348141],"study_design_scores_gemma":[0.0001194544,0.00002070324,0.0002310307,0.0003932573,0.00006490867,0.0001644917,0.000031434,0.0003168119,0.00009458413,0.002630588,0.9959096,0.0000230885],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002280797,0.004397545,0.0001714117,0.03944455,0.9544068,0.00001256234,0.00003971046,0.00004363891,0.001460948],"genre_scores_gemma":[0.0004111442,0.002845834,0.0001440566,0.02153126,0.9669385,0.00002406826,0.00003426683,0.00005591696,0.00801493],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0180612,"threshold_uncertainty_score":0.06042069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01213742829928071,"score_gpt":0.3299031375316424,"score_spread":0.3177657092323616,"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."}}