{"id":"W4283827948","doi":"10.1039/d2nr02614g","title":"Molecular homogeneity of GB1 revealed by single molecule force spectroscopy","year":2022,"lang":"en","type":"article","venue":"Nanoscale","topic":"Force Microscopy Techniques and Applications","field":"Physics and Astronomy","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Heart and Stroke Foundation of Canada","keywords":"Force spectroscopy; Homogeneity (statistics); Molecule; Spectroscopy; Materials science; Chemical physics; Molecular spectroscopy; Crystallography; Nanotechnology; Chemistry; Atomic force microscopy; Physics; Computer science","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":[0.0000739058,0.0001195508,0.0001719902,0.00003320836,0.0001834005,0.00001278096,0.0002666408,0.00002238915,0.000807288],"category_scores_gemma":[0.000001239732,0.0001353483,0.000124324,0.0002482466,0.00005386829,0.00003021563,0.0001541446,0.0001373607,0.00000690388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004300978,"about_ca_system_score_gemma":0.00002984128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001716224,"about_ca_topic_score_gemma":6.872508e-7,"domain_scores_codex":[0.9991295,0.00003469915,0.0002103625,0.0002392581,0.0001646791,0.0002215174],"domain_scores_gemma":[0.9994278,0.00001148179,0.0001212969,0.0003555661,0.00003143962,0.00005240606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000007170058,0.0002789047,0.001662327,0.000004861587,0.00001363011,3.880753e-7,0.00002839648,0.00003326905,0.9756583,0.007243549,0.01483054,0.0002386844],"study_design_scores_gemma":[0.0002027236,0.0001410084,0.00004146789,0.000003850978,0.0000161992,7.147142e-7,0.00006340607,0.00008831408,0.976427,0.002719932,0.02016145,0.000133905],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.922932,0.0001698292,0.05729721,0.0001764524,0.00003840849,0.0003599907,0.000521264,0.00006030169,0.01844457],"genre_scores_gemma":[0.9940271,0.000001332885,0.003692763,0.00009252009,0.00002211291,0.0001884435,0.0001560302,0.00002568142,0.001794065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07109509,"threshold_uncertainty_score":0.8839238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00543975684808879,"score_gpt":0.2436041052201129,"score_spread":0.2381643483720241,"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."}}