{"id":"W4404352497","doi":"10.48550/arxiv.2411.01616","title":"Wrinkling and imaging of thin curved sheets","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Advanced Materials and Mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Trent University; Nottingham Trent University","keywords":"Materials science; Geology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001125231,0.0002160734,0.00009262848,0.0003261458,0.0001602867,0.0002295663,0.0002047697,0.0002811484,0.000825571],"category_scores_gemma":[0.0003550903,0.0001322451,0.0001089143,0.0001512626,0.0003215965,0.0004150316,0.0002562694,0.0003205632,0.0001428668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001554947,"about_ca_system_score_gemma":0.00009661173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004419957,"about_ca_topic_score_gemma":0.0007031822,"domain_scores_codex":[0.9999082,0.00001487246,0.000003732086,0.00002051759,0.00003846615,0.00001420402],"domain_scores_gemma":[0.999774,0.00008270461,0.00005625825,0.00003650719,0.00003288771,0.00001763108],"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":[0.00003741444,0.00001457189,0.000715868,0.00003796038,0.000004713533,0.0000836184,0.00007112633,0.002852616,0.9901055,0.0007833905,0.00009988819,0.005193426],"study_design_scores_gemma":[0.00001312625,0.0001243557,0.008535277,0.00001535596,0.000005638969,0.0003838555,0.0001336279,0.1063984,0.8813384,0.001270794,0.001760677,0.00002048031],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9434886,0.000334209,0.05279526,0.00010802,0.00001843912,0.00002569109,0.0001427793,0.0001947995,0.002892282],"genre_scores_gemma":[0.9528399,0.0003015979,0.04517172,0.00004328441,0.00001138441,0.00001766588,0.00013788,0.00002907577,0.001447477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000825571,"threshold_uncertainty_score":0.002761841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03268236569854473,"score_gpt":0.1653092432344356,"score_spread":0.1326268775358909,"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."}}