{"id":"W2023619526","doi":"10.1016/j.physleta.2011.05.009","title":"Detection of gas atoms via vibration of graphenes","year":2011,"lang":"en","type":"article","venue":"Physics Letters A","topic":"Mechanical and Optical Resonators","field":"Physics and Astronomy","cited_by":97,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"Canada Research Chairs","keywords":"Graphene; Sensitivity (control systems); Physics; Molecular dynamics; Vibration; Nanotechnology; Chemical physics; Molecular physics; Atomic physics; Materials science; Acoustics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002832848,0.000343185,0.0002227436,0.0005395881,0.000287352,0.0004538932,0.0007650692,0.0009495477,0.0026127],"category_scores_gemma":[0.0007542317,0.0002020106,0.000165851,0.0002835325,0.0009393033,0.0006181425,0.0006758766,0.0004550992,0.0003185111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002827589,"about_ca_system_score_gemma":0.0001060034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000311074,"about_ca_topic_score_gemma":0.0004800469,"domain_scores_codex":[0.9996685,0.00008810791,0.000006221895,0.0000612657,0.0001057088,0.00007022861],"domain_scores_gemma":[0.9996099,0.0002479429,0.00005197334,0.0000398409,0.00002250133,0.0000279077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004451958,0.00003894733,0.001377583,0.0001430361,0.00002213181,0.0002159464,0.0001975254,0.001087889,0.9749467,0.006282629,0.0007514934,0.01449103],"study_design_scores_gemma":[0.00008528182,0.0004604382,0.005031139,0.00004021357,0.00003406716,0.0003861608,0.0002313743,0.0426221,0.9341578,0.01054077,0.006328508,0.00008215798],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745045,0.001191414,0.01367771,0.0008945723,0.0001957414,0.00002766351,0.00018412,0.000286494,0.009037683],"genre_scores_gemma":[0.9951074,0.0001432697,0.00370873,0.00008734041,0.00002577028,0.000005706874,0.00002987717,0.000009863199,0.0008820611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0026127,"threshold_uncertainty_score":0.008740366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01447799198565205,"score_gpt":0.2037202501660134,"score_spread":0.1892422581803613,"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."}}