{"id":"W2119983891","doi":"10.1080/07391102.2013.775969","title":"Accurate prediction of disorder in protein chains with a comprehensive and empirically designed consensus","year":2013,"lang":"en","type":"article","venue":"Journal of Biomolecular Structure and Dynamics","topic":"Protein Structure and Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":171,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","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":[0.004528036,0.0008530302,0.001379954,0.001379005,0.0004831981,0.0008623551,0.001027701,0.0008524603,0.0009840371],"category_scores_gemma":[0.01022858,0.0004452842,0.0006916792,0.0007647255,0.0005743823,0.001395494,0.001160365,0.001110395,0.0005653123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006390681,"about_ca_system_score_gemma":0.002362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001228009,"about_ca_topic_score_gemma":0.002102323,"domain_scores_codex":[0.9984274,0.0003735163,0.0001270952,0.0003513953,0.0006035279,0.0001170018],"domain_scores_gemma":[0.9945704,0.002208777,0.00080312,0.0007457318,0.001342133,0.0003297991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008357446,0.0004411734,0.03792233,0.0003854019,0.0002037069,0.0002957914,0.0001324911,0.7866684,0.03150245,0.00487175,0.00317087,0.1335699],"study_design_scores_gemma":[0.00003688364,0.0001926024,0.001692476,0.00002262404,0.00002622305,0.00007593247,0.00003103539,0.9872195,0.00804692,0.002123744,0.0005095724,0.00002247777],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3621608,0.000650624,0.6313249,0.0002612396,0.00004918939,0.0001409713,0.0005104832,0.003157934,0.001743832],"genre_scores_gemma":[0.7483259,0.0002613052,0.2486409,0.0001354849,0.00002970957,0.0001694953,0.001526655,0.0002340315,0.0006765765],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004528036,"threshold_uncertainty_score":0.02394682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004702628327036273,"score_gpt":0.219623573004557,"score_spread":0.2149209446775207,"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."}}