{"id":"W4240297670","doi":"10.1016/j.cub.2020.01.044","title":"AAA+ proteins","year":2020,"lang":"en","type":"article","venue":"Current Biology","topic":"Advanced Proteomics Techniques and Applications","field":"Chemistry","cited_by":67,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Biology; Computational biology; Evolutionary biology; Cell biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001204977,0.00006739942,0.00008032732,0.000006177191,0.00003735664,0.000003849415,0.0001507828,0.00005488315,0.0004334349],"category_scores_gemma":[0.0000249254,0.00006047074,0.00003274163,0.00004909707,0.00004453346,0.00001432487,0.00006578219,0.00014953,0.000094451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001023623,"about_ca_system_score_gemma":0.00001264361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001323758,"about_ca_topic_score_gemma":1.940335e-7,"domain_scores_codex":[0.9995726,0.000003784367,0.0001005289,0.000184955,0.00001841002,0.0001197668],"domain_scores_gemma":[0.9997372,0.000009063366,0.00004339874,0.0001325862,0.00001624192,0.00006147986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001355299,0.00005689656,0.003020913,0.00007257237,0.000007474545,4.495979e-7,0.00006642276,0.000001916568,0.7975073,0.07022525,0.001950187,0.127077],"study_design_scores_gemma":[0.0001068062,0.00001846249,0.00001162164,0.000006890062,0.000003204763,9.382071e-7,0.000005786801,0.0001528331,0.2338828,0.01189769,0.7538114,0.0001015481],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.261975,0.003360805,0.6736222,0.01241994,0.000197098,0.0008873639,0.0003333377,0.00179269,0.04541159],"genre_scores_gemma":[0.9838777,0.0002052689,0.01472856,0.0002507688,0.0003937566,0.0003304468,0.0001259779,0.00001405212,0.00007352785],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7518612,"threshold_uncertainty_score":0.4745808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04713441519217326,"score_gpt":0.3340367993764388,"score_spread":0.2869023841842656,"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."}}