{"id":"W4400321721","doi":"10.1139/tcsme-2024-0013","title":"Band gap generation in cantilever beams through periodic material removal","year":2024,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Acoustic Wave Phenomena Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Canada Foundation for Innovation","keywords":"Cantilever; Materials science; Structural engineering; Composite material; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0001355415,0.0002983177,0.0001923813,0.0003216524,0.0001669056,0.0001979306,0.0003751642,0.00031351,0.0007985758],"category_scores_gemma":[0.0002722221,0.0002217737,0.0001384341,0.000167214,0.0003021743,0.0002382826,0.0002801322,0.0001842502,0.0001755026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001016562,"about_ca_system_score_gemma":0.0001148861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001259025,"about_ca_topic_score_gemma":0.0003234753,"domain_scores_codex":[0.9999219,0.000007979939,0.000003983588,0.00001660831,0.0000363981,0.00001323478],"domain_scores_gemma":[0.9998636,0.0000508123,0.00003570097,0.00002433253,0.00001878731,0.000006628807],"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":[0.00005658479,0.00002060929,0.0003605224,0.00007292745,0.000006483269,0.00007971003,0.00005630594,0.002029672,0.9852099,0.001237505,0.00007098859,0.01079871],"study_design_scores_gemma":[0.00002925554,0.0003519616,0.003622423,0.00001849226,0.0000150847,0.0002646908,0.00006114229,0.03310041,0.9597281,0.001051785,0.00174213,0.00001447437],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9533159,0.0005151532,0.04294932,0.00005594375,0.00004972931,0.00002188951,0.00004000744,0.0001620621,0.002890019],"genre_scores_gemma":[0.9634215,0.0001817843,0.03558305,0.00002445999,0.000005612589,0.0000266009,0.00003785672,0.00001837997,0.0007008605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007985758,"threshold_uncertainty_score":0.00267154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02367935051199399,"score_gpt":0.2332478834595424,"score_spread":0.2095685329475485,"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."}}