{"id":"W4200138166","doi":"10.1142/s0219519422500038","title":"A MOLECULAR DYNAMICS STUDY OF NANOWIRE RESONATOR BIO-OBJECT DETECTION","year":2021,"lang":"en","type":"article","venue":"Journal of Mechanics in Medicine and Biology","topic":"Mechanical and Optical Resonators","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Nanowire; Resonator; Context (archaeology); Nanotechnology; Molecular dynamics; Materials science; Silicon nanowires; Vibration; Nanostructure; Physics; Optoelectronics; Acoustics; Biology","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":[0.000542925,0.00009529794,0.0004132548,0.0001177719,0.00002270493,0.000002968857,0.00009665121,0.00007553711,0.00006874916],"category_scores_gemma":[0.000176141,0.00006387078,0.00005831437,0.0002447249,0.00002567763,0.0000228238,0.00006128829,0.0002944598,3.001072e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002394119,"about_ca_system_score_gemma":0.00007249117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004348836,"about_ca_topic_score_gemma":0.00004661659,"domain_scores_codex":[0.9989445,0.0001569247,0.0005041249,0.0001333539,0.0001279859,0.0001331453],"domain_scores_gemma":[0.9992675,0.0001489434,0.0002252933,0.00009827271,0.0001763948,0.00008357081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003426322,0.001640191,0.01646018,0.00006684248,0.0003661979,0.0002415395,0.0009152018,0.00001664161,0.3338101,0.4266136,0.00003199961,0.2194949],"study_design_scores_gemma":[0.018773,0.02453296,0.002153561,0.0008869921,0.0007248101,0.0002526144,0.04155161,0.02550164,0.1890973,0.6919672,0.003757671,0.0008006039],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842491,0.0006608753,0.01422374,0.0003701553,0.0002720306,0.00007016992,0.000002685628,0.00000166959,0.0001496281],"genre_scores_gemma":[0.9995247,0.00007064257,0.0002000336,0.0000728231,0.0001137377,0.000001545616,0.000001860687,0.000005647479,0.000009040918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2653536,"threshold_uncertainty_score":0.2604575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01921080587650954,"score_gpt":0.3018660546036999,"score_spread":0.2826552487271903,"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."}}