{"id":"W2122458670","doi":"10.1021/nl401180t","title":"Observation of Pull-In Instability in Graphene Membranes under Interfacial Forces","year":2013,"lang":"en","type":"article","venue":"Nano Letters","topic":"Graphene research and applications","field":"Materials Science","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Graphene; van der Waals force; Membrane; Materials science; Nanotechnology; Chemical physics; Instability; Resonator; Composite material; Condensed matter physics; Mechanics; Chemistry; Molecule; Optoelectronics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001258901,0.0002737446,0.0001492377,0.0004025666,0.0005351836,0.0003638892,0.0003329879,0.0005538957,0.001223273],"category_scores_gemma":[0.0003619622,0.0001512065,0.0001447882,0.000191151,0.0004996784,0.000368794,0.0004494658,0.0007608428,0.0002347568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002938148,"about_ca_system_score_gemma":0.00009762646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003689159,"about_ca_topic_score_gemma":0.0003198253,"domain_scores_codex":[0.9998485,0.00001391887,0.000006761142,0.00002543261,0.00006693422,0.00003832216],"domain_scores_gemma":[0.9997358,0.00009621251,0.00006357925,0.00002469832,0.00003682096,0.00004300843],"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":[0.00002952089,0.00001280865,0.000395646,0.00001642725,0.000003958068,0.0001242475,0.00006853269,0.00007590871,0.9982067,0.0002072559,0.00004386589,0.0008151819],"study_design_scores_gemma":[0.00001084572,0.00008022692,0.004395188,0.000005064142,0.00000543299,0.0001987708,0.0001235602,0.003238238,0.9911298,0.0002601249,0.0005420771,0.00001072588],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956639,0.000194616,0.002433108,0.0001390848,0.00001882659,0.000008026286,0.00007790988,0.00007278952,0.001391707],"genre_scores_gemma":[0.998713,0.0000750445,0.0008300524,0.00003071507,0.000007150461,0.00001031662,0.00003270623,0.000006282326,0.0002946737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001223273,"threshold_uncertainty_score":0.004092216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02804786103036163,"score_gpt":0.2688049235974505,"score_spread":0.2407570625670889,"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."}}