{"id":"W2954911599","doi":"10.3762/bjnano.10.132","title":"Nanoscale spatial mapping of mechanical properties through dynamic atomic force microscopy","year":2019,"lang":"en","type":"article","venue":"Beilstein Journal of Nanotechnology","topic":"Force Microscopy Techniques and Applications","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; University of Calgary","keywords":"Elastic modulus; Materials science; Modulus; Highly oriented pyrolytic graphite; Nanoindentation; Nanoscopic scale; Non-contact atomic force microscopy; Young's modulus; Atomic force microscopy; Conductive atomic force microscopy; Composite material; Nanotechnology; Graphite","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":[0.0001665054,0.0001898887,0.0005144392,0.0001604789,0.00006706518,0.00001688717,0.0005564119,0.0001967279,0.0001512313],"category_scores_gemma":[0.000007604694,0.0001596506,0.0002353851,0.0002389716,0.0001678379,0.0001393615,0.0001467426,0.000405137,0.00002517118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005220929,"about_ca_system_score_gemma":0.0001231435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001142595,"about_ca_topic_score_gemma":0.000003361726,"domain_scores_codex":[0.9985765,0.0000323173,0.0007349953,0.0002075344,0.0001499821,0.0002986804],"domain_scores_gemma":[0.9986923,0.00002805709,0.0007006404,0.0003794495,0.0001616976,0.00003787158],"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":[0.00004445519,0.0001047541,0.0006756042,0.0000310928,0.00006099496,0.000001006239,0.0001068967,0.00001395823,0.9752291,0.01872942,0.00007112468,0.004931625],"study_design_scores_gemma":[0.0007409536,0.000382291,0.00004784776,0.0002115558,0.00003130278,0.00003417317,0.0003069841,0.0004551402,0.973369,0.01910788,0.005142837,0.0001700561],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8504828,0.0002392538,0.1480072,0.000569913,0.00016361,0.0002997995,0.00001674819,0.00003548335,0.0001852272],"genre_scores_gemma":[0.9795449,0.00003108343,0.01996358,0.00003159878,0.00004611664,0.00001324535,0.000004075654,0.00002878131,0.0003366216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1290621,"threshold_uncertainty_score":0.6510363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008671519580206203,"score_gpt":0.2536701425715751,"score_spread":0.2449986229913689,"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."}}