{"id":"W7020940578","doi":"","title":"Modelling graphene-polymer heterostructure MEMS membranes with the Föppl–von Kármán equations","year":2023,"lang":"en","type":"article","venue":"Research Explorer (The University of Manchester)","topic":"Bayesian Modeling and Causal Inference","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Membrane; Microelectromechanical systems; Heterojunction; Work (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":[0.001842963,0.0008626324,0.001710894,0.0009181135,0.0007618472,0.002027398,0.002181886,0.005266133,0.002607499],"category_scores_gemma":[0.008022195,0.001609443,0.001522756,0.0008239975,0.002362039,0.003126845,0.001771465,0.002570401,0.0004257665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00259391,"about_ca_system_score_gemma":0.002326674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0308437,"about_ca_topic_score_gemma":0.01448952,"domain_scores_codex":[0.9994341,0.000232211,0.0000259442,0.00009932424,0.0001128328,0.00009560331],"domain_scores_gemma":[0.9963906,0.002833183,0.0003334167,0.0001030823,0.0002214771,0.0001181923],"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":[0.00002753837,0.00002001937,0.0003441776,0.00004345436,0.0000295097,0.00007153954,0.00005105285,0.942654,0.0008429302,0.0546509,0.0002537569,0.001011149],"study_design_scores_gemma":[0.000006400158,0.000002741853,0.00006347655,0.000004201371,0.000003681248,0.0000057986,0.00000539078,0.9923909,0.00009220487,0.007290011,0.0001279982,0.000007213625],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1488246,0.00220125,0.8218188,0.003946692,0.0002249992,0.0001347444,0.0005899897,0.0003872318,0.02187181],"genre_scores_gemma":[0.9253563,0.001103485,0.05525639,0.000395621,0.0001258222,0.0002138678,0.0002831087,0.0001735238,0.01709182],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0308437,"threshold_uncertainty_score":0.06132835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1153615105660795,"score_gpt":0.2814828432143822,"score_spread":0.1661213326483027,"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."}}