{"id":"W4389540754","doi":"10.17118/11143/21148","title":"Analysis of imperfectly bonded thin-sheet actuators with largedeflection","year":2023,"lang":"en","type":"article","venue":"","topic":"Material Properties and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Actuator; Deflection (physics); Materials science; Structural engineering; Computer science; Physics; Engineering; Optics; Artificial intelligence","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":[0.0002585713,0.0003285582,0.0003185621,0.0002127279,0.0002319828,0.0003365024,0.0006747301,0.000749884,0.0008524618],"category_scores_gemma":[0.0005324868,0.0002563183,0.000307069,0.0001339899,0.0005628212,0.000221206,0.0002800158,0.0003072702,0.0001334422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003618188,"about_ca_system_score_gemma":0.0003495574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001170407,"about_ca_topic_score_gemma":0.0009927701,"domain_scores_codex":[0.9998391,0.00001683079,0.000005260413,0.00002024585,0.00009792172,0.00002062605],"domain_scores_gemma":[0.9997228,0.0001193898,0.00006255304,0.00003703061,0.00004023347,0.00001793623],"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":[0.0001298102,0.00006203769,0.001811242,0.0002253903,0.00006968769,0.0009811043,0.0001278123,0.4814267,0.5054406,0.00298541,0.0001805866,0.006559661],"study_design_scores_gemma":[0.000005106391,0.00009948793,0.00288302,0.000006045673,0.00001345966,0.00009101343,0.00002520355,0.9775144,0.01884315,0.0002965904,0.0002138229,0.000008753455],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9560647,0.000301028,0.0388109,0.0000698019,0.00001527789,0.00002524901,0.00004466896,0.00008108784,0.004587197],"genre_scores_gemma":[0.9958774,0.00007816579,0.003273022,0.000007649135,0.000003707242,0.00001212242,0.00002193775,0.000009134425,0.0007167974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001170407,"threshold_uncertainty_score":0.002851784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01685248985227374,"score_gpt":0.2578303794992857,"score_spread":0.2409778896470119,"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."}}