{"id":"W3157439875","doi":"","title":"Pacific symposium on biocomputing 2011","year":2011,"lang":"en","type":"article","venue":"Pacific Symposium on Biocomputing","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":77,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science","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":[0.002859785,0.002011382,0.002185262,0.001910785,0.001851,0.008244449,0.001696433,0.002776189,0.09883227],"category_scores_gemma":[0.002817279,0.001073107,0.0011673,0.003502863,0.0009523996,0.004984927,0.002745192,0.005860408,0.09214805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00161173,"about_ca_system_score_gemma":0.005234294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009396881,"about_ca_topic_score_gemma":0.01673466,"domain_scores_codex":[0.9987923,0.0001599282,0.00005835945,0.0002080491,0.0006143116,0.000167094],"domain_scores_gemma":[0.996126,0.000404982,0.0001104714,0.0004157255,0.002020798,0.000921987],"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":[0.00009653185,0.0000610133,0.0001707924,0.0001688522,0.0000205898,0.00003798995,0.00003552906,0.0002806341,0.0007488488,0.007895813,0.9058002,0.08468323],"study_design_scores_gemma":[0.00002279199,0.00002822507,0.0005413202,0.0001154306,0.0000224905,0.00009797071,0.00003540648,0.001626609,0.0004656947,0.004623307,0.9924051,0.00001568668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004569095,0.09993768,0.09069015,0.1102209,0.1094366,0.0004700955,0.005196119,0.01468344,0.5647959],"genre_scores_gemma":[0.01204139,0.0843868,0.04134485,0.006593563,0.01559564,0.0003872627,0.008532061,0.002450142,0.8286682],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09883227,"threshold_uncertainty_score":0.3306269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02335552476989084,"score_gpt":0.256085244653007,"score_spread":0.2327297198831161,"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."}}