{"id":"W260223990","doi":"","title":"Research in Computational Molecular Biology : 15th Annual International Conference, RECOMB 2011, Vancouver, BC, Canada, March 28-31, 2011 : proceedings","year":2011,"lang":"en","type":"book","venue":"","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Genomics; Computational biology; Library science; Biology; Evolutionary biology; Data science; Genetics; Gene; Computer science; Genome","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004213117,0.002189664,0.002254493,0.002224048,0.001614064,0.006579819,0.002471718,0.001347243,0.09104822],"category_scores_gemma":[0.003728379,0.0009423869,0.000917441,0.00436486,0.001534768,0.00306029,0.002402126,0.0035701,0.05703392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004140669,"about_ca_system_score_gemma":0.01017962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06037498,"about_ca_topic_score_gemma":0.1525178,"domain_scores_codex":[0.9987361,0.0001572005,0.00004997393,0.0002277149,0.0006843077,0.0001446102],"domain_scores_gemma":[0.9958734,0.0006413896,0.00006432612,0.0003392601,0.002253396,0.0008282565],"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":[0.00006159589,0.00004765084,0.0001129436,0.0002614189,0.0000152027,0.00002180248,0.00006246226,0.0005808383,0.0008643533,0.002468314,0.8493273,0.146176],"study_design_scores_gemma":[0.00002324927,0.00002557557,0.0007553644,0.0002041236,0.00002590526,0.0001206014,0.00009121436,0.001960629,0.001153655,0.00268643,0.9929302,0.00002294961],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009687148,0.2897821,0.1963674,0.0461521,0.0534109,0.0007791442,0.01422703,0.01698649,0.3726076],"genre_scores_gemma":[0.0071382,0.08344403,0.04062759,0.001418864,0.002867003,0.0002087215,0.01087026,0.003279477,0.8501459],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09104822,"threshold_uncertainty_score":0.3045866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03432098043000222,"score_gpt":0.3181568341095062,"score_spread":0.283835853679504,"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."}}