{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001360445,0.000193052,0.0003323656,0.0001943745,0.0002849425,0.0002968241,0.0003715967,0.00059275,0.001155235],"category_scores_gemma":[0.0004376172,0.0001392652,0.0003242265,0.0001764591,0.0004218885,0.0006074912,0.0002562528,0.0003825595,0.0001253229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003177405,"about_ca_system_score_gemma":0.000372535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002038282,"about_ca_topic_score_gemma":0.0009048945,"domain_scores_codex":[0.9999458,0.000009716565,0.000001658296,0.00001593148,0.00001632936,0.00001058199],"domain_scores_gemma":[0.9999014,0.00003973526,0.00001667612,0.00000985274,0.00001822517,0.00001410089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001420079,0.0001937401,0.004098639,0.000224403,0.00009059103,0.0006335217,0.0002741959,0.7845312,0.1327218,0.06609946,0.0006170397,0.01037335],"study_design_scores_gemma":[0.00001059422,0.00003937363,0.0008512159,0.000004616581,0.00000494641,0.00002978721,0.00001726883,0.9939322,0.003183444,0.001156682,0.0007612674,0.000008552664],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9093817,0.0009644015,0.07883157,0.0006104882,0.00008286459,0.00006252979,0.0002033929,0.00008871389,0.009774428],"genre_scores_gemma":[0.9761928,0.0006118568,0.01967717,0.00008024613,0.00002444644,0.000065679,0.0001538293,0.00002613392,0.003167816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002038282,"threshold_uncertainty_score":0.004052877,"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."}}