{"id":"W2049317208","doi":"10.1038/nchem.1879","title":"Flexibility leads to function","year":2014,"lang":"en","type":"letter","venue":"Nature Chemistry","topic":"ATP Synthase and ATPases Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Chemistry; Flexibility (engineering); Function (biology); Mass spectrometry; Enzyme; ATP synthase; Nanotechnology; Biophysics; Biochemical engineering; Biochemistry; Cell biology; Chromatography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0001964591,0.0003806046,0.0002887068,0.00002959312,0.00008463964,0.0000479916,0.0005310517,0.004318397,0.0003794849],"category_scores_gemma":[0.0003370751,0.0003634885,0.0002465431,0.0001175367,0.00008315944,0.000001746137,0.0002357123,0.003114051,0.0001527125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005289126,"about_ca_system_score_gemma":0.0001587781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003878892,"about_ca_topic_score_gemma":0.000001443583,"domain_scores_codex":[0.9977828,0.00005184984,0.0002218072,0.0009834641,0.0004441383,0.0005159425],"domain_scores_gemma":[0.9983887,0.00002742505,0.00008208558,0.001157693,0.0001992545,0.0001448402],"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":[0.00004544215,0.00001058973,0.00004425231,0.0001813415,0.00003221079,0.00001860054,9.092868e-7,0.00000233287,0.3959975,2.673324e-7,0.6032835,0.0003830869],"study_design_scores_gemma":[0.0001056571,0.00005137853,0.00001450023,0.00002473786,0.00001886227,0.00000745983,0.000001497323,0.000001780916,0.3811494,0.00001454944,0.6183569,0.000253291],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.3554017,0.00425285,0.001429389,0.5834904,0.001334739,0.0009178667,0.0004432045,0.0001918019,0.05253813],"genre_scores_gemma":[0.1912882,0.00004248034,0.0001870888,0.7354775,0.02334942,0.00008379434,0.006177255,0.0001263958,0.04326788],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1641135,"threshold_uncertainty_score":0.9998817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01330114112028708,"score_gpt":0.3026430347338829,"score_spread":0.2893418936135958,"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."}}