{"id":"W4406565630","doi":"10.1016/j.endend.2011.08.044","title":"10.1016/j.endend.2011.08.044","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Beta sheet; Computational biology; Computer science; Protein structure; Chemistry; Biology; Biochemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001001499,0.001560944,0.0007541559,0.002120594,0.0009614913,0.004423424,0.001391894,0.004589786,0.9376251],"category_scores_gemma":[0.002069373,0.0006017342,0.0007565197,0.001406287,0.001304212,0.003180506,0.001783721,0.001449632,0.9379914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007291266,"about_ca_system_score_gemma":0.001017028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001937742,"about_ca_topic_score_gemma":0.001857679,"domain_scores_codex":[0.9996524,0.00002745745,0.00002382384,0.0001207235,0.0001034386,0.00007214218],"domain_scores_gemma":[0.998745,0.0004306087,0.0001291139,0.0001555339,0.0002037323,0.0003361198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001676438,0.0002301867,0.00327451,0.0003904004,0.00004407799,0.0002972198,0.00009309524,0.001458037,0.001544022,0.01058827,0.2847942,0.6971183],"study_design_scores_gemma":[0.00007736227,0.0001021662,0.002779345,0.0007712286,0.00005160855,0.001453536,0.0002587482,0.002682101,0.001074407,0.0131031,0.9775947,0.00005174704],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003824019,0.004691806,0.01659591,0.004537719,0.00145025,0.00009688568,0.004567438,0.006192436,0.9580435],"genre_scores_gemma":[0.009656382,0.001656505,0.007181128,0.0009605269,0.0002301692,0.00006941854,0.002944472,0.0006916829,0.9766096],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06237495,"threshold_uncertainty_score":0.08897018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003051698868559565,"score_gpt":0.1823204325760364,"score_spread":0.1792687337074768,"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."}}