{"id":"W4313131020","doi":"10.2139/ssrn.4273631","title":"A Novel Mechanomyography (Mmg) Senor Based on Piezo-Resistance Principle and with a Pyramidic Microarray","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Force Microscopy Techniques and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Microarray; Microarray analysis techniques; Genetics; Biology; Computer science; Gene","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":[0.0003888886,0.0006008361,0.0007062158,0.0003744642,0.0003918566,0.00045457,0.001286655,0.001077022,0.002141239],"category_scores_gemma":[0.0002137746,0.0005380235,0.0004296885,0.0003699409,0.0004233321,0.0008795191,0.001097895,0.0005988976,0.001062385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005050527,"about_ca_system_score_gemma":0.0005802034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005385061,"about_ca_topic_score_gemma":0.001446327,"domain_scores_codex":[0.99942,0.00003815196,0.00002677254,0.000201465,0.0002378062,0.00007569391],"domain_scores_gemma":[0.9997804,0.00004207945,0.00004390832,0.00003979669,0.00004613914,0.00004782645],"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":[0.00002577412,0.0000137358,0.0001139755,0.00004491672,0.000005225651,0.00003656223,0.000009942517,0.00008551746,0.9951859,0.0004728104,0.0002190978,0.003786615],"study_design_scores_gemma":[0.00002751325,0.0004136178,0.002754429,0.00001045307,0.00002900728,0.0007545543,0.00002636586,0.009710273,0.9741077,0.0002642561,0.01184624,0.00005563466],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5233858,0.003073131,0.4528902,0.001772271,0.000883381,0.0007240333,0.001378979,0.003608179,0.01228416],"genre_scores_gemma":[0.5377927,0.001020516,0.4437331,0.0006340322,0.0002297189,0.0004545892,0.0004372884,0.0001126826,0.01558538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002141239,"threshold_uncertainty_score":0.007163167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003574140334469538,"score_gpt":0.2215233928862295,"score_spread":0.2179492525517599,"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."}}