{"id":"W4402940266","doi":"10.1007/s10409-024-24175-x","title":"Buckling morphology evolution of thin films on non-linear elastic substrates","year":2024,"lang":"en","type":"article","venue":"Acta Mechanica Sinica","topic":"Advanced Materials and Mechanics","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Education and Child Care","funders":"","keywords":"Buckling; Morphology (biology); Materials science; Composite material; Geology","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":[0.00004979121,0.000146278,0.0001541966,0.0002456855,0.0002844507,0.0004894228,0.0002297394,0.000262912,0.002346651],"category_scores_gemma":[0.0003077933,0.0001986405,0.00009421612,0.0001719845,0.0001812258,0.0002657119,0.0001373294,0.0003062296,0.0002738438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003168892,"about_ca_system_score_gemma":0.000130695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001165106,"about_ca_topic_score_gemma":0.001540804,"domain_scores_codex":[0.9999231,0.000004394306,0.000003230356,0.00001618759,0.00002865155,0.000024439],"domain_scores_gemma":[0.999849,0.00003893569,0.00003266411,0.00001811669,0.00003759559,0.00002377355],"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":[0.00009392617,0.00002197134,0.0009058071,0.0000322146,0.000007996594,0.0002909879,0.00009426681,0.001558834,0.9944776,0.0002186704,0.0001080802,0.002189892],"study_design_scores_gemma":[0.00002776904,0.0002828425,0.04144694,0.000021149,0.00001689688,0.0003586516,0.0003582991,0.05248361,0.9032109,0.0003239189,0.001442989,0.00002601951],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972024,0.000155372,0.0004444443,0.00002308788,0.000007576571,0.000004212302,0.00005950189,0.00002509302,0.002078296],"genre_scores_gemma":[0.9981882,0.00008744512,0.000310786,0.00001099228,0.000002684603,0.000004051701,0.0000705579,0.00001454322,0.0013106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002346651,"threshold_uncertainty_score":0.007850349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01193372808517879,"score_gpt":0.2430258084065542,"score_spread":0.2310920803213754,"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."}}