{"id":"W2157706012","doi":"10.1088/0957-4484/22/46/465702","title":"Nanometrology of delignified<i>Populus</i>using mode synthesizing atomic force microscopy","year":2011,"lang":"en","type":"article","venue":"Nanotechnology","topic":"Force Microscopy Techniques and Applications","field":"Physics and Astronomy","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Renewable Energy Laboratory","keywords":"Nanometrology; Materials science; Atomic force microscopy; Nanoscopic scale; Nanotechnology; Metrology; Microscopy; Optics; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.00009879426,0.0002012577,0.0003637903,0.0002572299,0.0001262717,0.000006624579,0.0004631813,0.0002485611,0.0002188814],"category_scores_gemma":[0.000006163842,0.0002062054,0.0001303234,0.0003670662,0.0002939469,0.00006799777,0.0001616089,0.0002261453,0.0000227942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003581956,"about_ca_system_score_gemma":0.00005404485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009683722,"about_ca_topic_score_gemma":0.000006273678,"domain_scores_codex":[0.998737,0.00002262971,0.0004120248,0.000351171,0.00006156759,0.0004156268],"domain_scores_gemma":[0.9990454,0.00002718768,0.0002616719,0.0005564117,0.00006725096,0.00004201731],"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":[0.00001864599,0.00009224265,0.004928072,0.00000967315,0.00003428087,5.537475e-7,0.000106924,0.000007000352,0.8604077,0.1304163,0.00005597125,0.003922587],"study_design_scores_gemma":[0.0001934717,0.00007447747,0.00004000073,0.00002000502,0.00003850251,0.000005344983,0.00009865849,0.0007558436,0.9413695,0.05642925,0.0007946031,0.0001803395],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7996961,0.00009697742,0.1981281,0.0000429569,0.00005630035,0.0002275914,0.00004364402,0.000151979,0.001556313],"genre_scores_gemma":[0.9326745,0.000007268351,0.0670611,0.00004085825,0.00002662771,0.000057821,0.00001023226,0.00003505561,0.00008654865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1329784,"threshold_uncertainty_score":0.8408812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0215424937878726,"score_gpt":0.2875302861879636,"score_spread":0.265987792400091,"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."}}