{"id":"W4320716871","doi":"10.1209/0295-5075/acbbe7","title":"Deformation of nanowires and nanotubes","year":2023,"lang":"en","type":"article","venue":"Europhysics Letters (EPL)","topic":"Quantum Mechanics and Non-Hermitian Physics","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Nanowire; Deformation (meteorology); Nanostructure; Boundary value problem; Ferromagnetism; Materials science; Schrödinger's cat; Field (mathematics); Condensed matter physics; Topology (electrical circuits); Classical mechanics; Physics; Nanotechnology; Mathematics; Mathematical physics; Quantum mechanics; Composite material; Pure mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009215883,0.0001679295,0.0002055888,0.00007357144,0.000106452,0.00003912641,0.0001408763,0.00001864794,0.00001966434],"category_scores_gemma":[0.000002119837,0.0001635738,0.00009792045,0.0003624696,0.00005874674,0.0002175214,0.00009680149,0.000108412,0.0001569295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000683151,"about_ca_system_score_gemma":0.00001760698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002866002,"about_ca_topic_score_gemma":2.136015e-7,"domain_scores_codex":[0.9990911,0.00002860296,0.0002283903,0.0002102039,0.0001924574,0.0002492231],"domain_scores_gemma":[0.9994851,0.00004465677,0.0001245118,0.000247029,0.00004288664,0.00005584618],"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":[0.00002167653,0.0001046099,0.003812201,0.0001043665,0.0001235917,0.000007875062,0.001325812,0.0001769466,0.7122326,0.2479629,0.007436785,0.02669054],"study_design_scores_gemma":[0.002448267,0.000360693,0.02053914,0.0002848936,0.0001959805,0.000003381157,0.0008867745,0.02346395,0.7537057,0.183535,0.01287896,0.001697264],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959471,0.00001132575,0.00175356,0.0003852333,0.0002284937,0.0001156853,0.00004364493,0.00006309151,0.001451834],"genre_scores_gemma":[0.9991425,0.000007762218,0.0001105812,0.00023996,0.0002853049,0.000009702934,0.00006433459,0.00003481643,0.0001050054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0644279,"threshold_uncertainty_score":0.6670346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00957322493903437,"score_gpt":0.2163806881828517,"score_spread":0.2068074632438173,"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."}}