{"id":"W4287325021","doi":"10.48550/arxiv.2102.11324","title":"Theoretical limits in detachment strength for axisymmetric bi-material\\n adhesives","year":2021,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Budapesti Műszaki és Gazdaságtudományi Egyetem","keywords":"Adhesive; Materials science; Composite material; Fracture mechanics; Elastic modulus; Strain energy release rate; Linear elasticity; Stress intensity factor; Surface roughness; Surface finish; Structural engineering; Finite element method","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":[0.0008877398,0.0006591775,0.0004061053,0.001233031,0.0007301766,0.001300146,0.001497181,0.001498982,0.004092481],"category_scores_gemma":[0.003461492,0.0005303308,0.0002692665,0.0003072324,0.001763988,0.001810893,0.001226243,0.001078412,0.0009259719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006684774,"about_ca_system_score_gemma":0.0002256329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003688735,"about_ca_topic_score_gemma":0.0004664897,"domain_scores_codex":[0.9993715,0.0000750196,0.00002542324,0.0001700851,0.0002604731,0.00009769491],"domain_scores_gemma":[0.9984099,0.001090612,0.000151663,0.0001486541,0.0001221348,0.00007707964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002199855,0.0002322564,0.002927718,0.0007634381,0.00004761351,0.0007597317,0.0003677563,0.07658817,0.3577209,0.5053216,0.003068207,0.05198269],"study_design_scores_gemma":[0.00002898991,0.0002189147,0.004091539,0.0001815582,0.00002887563,0.0008936307,0.0001600619,0.7243732,0.1260389,0.1356832,0.008168747,0.0001323587],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6338952,0.01258436,0.2236764,0.001921353,0.0002305345,0.00008150776,0.000333235,0.0007051565,0.1265723],"genre_scores_gemma":[0.9883431,0.001674063,0.006862632,0.0001297897,0.0000270042,0.00006613258,0.0000759586,0.0000280047,0.002793366],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.004092481,"threshold_uncertainty_score":0.01369071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03985199946068042,"score_gpt":0.1940755040435814,"score_spread":0.154223504582901,"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."}}