{"id":"W2032784131","doi":"10.1021/nn5010588","title":"Improved Single Molecule Force Spectroscopy Using Micromachined Cantilevers","year":2014,"lang":"en","type":"article","venue":"ACS Nano","topic":"Force Microscopy Techniques and Applications","field":"Physics and Astronomy","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of Standards and Technology; National Science Foundation","keywords":"Force spectroscopy; Cantilever; Materials science; Biomolecule; Nanomechanics; Atomic force microscopy; Nanotechnology; Stiffness; Drag; Bandwidth (computing); Physics; Composite material; Mechanics","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":[0.0005553619,0.000526161,0.000533449,0.0003522678,0.000233947,0.0004826041,0.0008530656,0.001217824,0.001262284],"category_scores_gemma":[0.0008113888,0.0004164076,0.0003051155,0.0002718045,0.0004103356,0.0009614703,0.0004918051,0.001099766,0.0004659836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000622162,"about_ca_system_score_gemma":0.0003438901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001137757,"about_ca_topic_score_gemma":0.002888621,"domain_scores_codex":[0.9994873,0.00003072464,0.00003689011,0.0001844576,0.0002166094,0.00004397795],"domain_scores_gemma":[0.9995766,0.000150754,0.00005122147,0.00005644096,0.0001249107,0.00004002466],"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":[0.000007062156,0.000007637178,0.0000831795,0.00003862743,0.000002720158,0.00001970265,0.00002125602,0.0001550967,0.9967092,0.0002135583,0.00007895919,0.002662916],"study_design_scores_gemma":[0.0000198622,0.0001430939,0.001722798,0.00001461445,0.0000120691,0.0002058111,0.00002908496,0.01452768,0.9772277,0.0002855887,0.005767914,0.00004367461],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.79359,0.007718502,0.1886467,0.001223178,0.0007732611,0.0001877183,0.0009118932,0.001676293,0.005272386],"genre_scores_gemma":[0.6461486,0.002636391,0.3462181,0.000418356,0.0001077948,0.00019696,0.000477507,0.00009166943,0.003704653],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001262284,"threshold_uncertainty_score":0.004514158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007337166661657743,"score_gpt":0.2538841637254041,"score_spread":0.2465469970637464,"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."}}