{"id":"W2043807513","doi":"10.1021/la900005z","title":"Quantitative Friction-Force Measurements by Longitudinal Atomic Force Microscope Imaging","year":2009,"lang":"en","type":"article","venue":"Langmuir","topic":"Force Microscopy Techniques and Applications","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cantilever; Atomic force microscopy; Normal force; Spring (device); Mechanics; Calibration; Non-contact atomic force microscopy; Torsion spring; Microscope; Materials science; Classical mechanics; Optics; Physics; Kelvin probe force microscope; Nanotechnology; Composite material","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":[0.00007866356,0.0001617436,0.0001472561,0.00003856246,0.0002631954,0.00007448399,0.0001790453,0.00002442552,0.0001737659],"category_scores_gemma":[0.000001229529,0.0001572345,0.00008304749,0.0001615824,0.00003579221,0.0001442036,0.000023642,0.0001181165,0.0001105858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004286318,"about_ca_system_score_gemma":0.00001656939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001874796,"about_ca_topic_score_gemma":0.000001548687,"domain_scores_codex":[0.9991461,0.00001505466,0.0001830933,0.0002659269,0.000115192,0.0002746142],"domain_scores_gemma":[0.9995881,0.00001102348,0.000095242,0.0001922893,0.0000593953,0.00005392599],"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":[0.00002210283,0.0001787736,0.03965184,0.000007009354,0.00004393704,5.686946e-7,0.0003085615,0.000009545537,0.8332699,0.04147925,0.0804906,0.004537889],"study_design_scores_gemma":[0.001448434,0.0002293271,0.0273497,0.0001181943,0.0001219362,0.000005616049,0.0005688629,0.001932643,0.8794307,0.03048771,0.05714021,0.001166659],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7563321,0.0004547862,0.1979123,0.001064264,0.00009321755,0.000550512,0.000214541,0.0002963054,0.04308204],"genre_scores_gemma":[0.9922708,0.000002390725,0.00473237,0.0002014031,0.0000739341,0.00003921941,0.0001568594,0.00001814064,0.002504843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2359388,"threshold_uncertainty_score":0.6411837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01891218022851133,"score_gpt":0.3088920371988333,"score_spread":0.289979856970322,"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."}}