{"id":"W2799643165","doi":"10.1139/tcsme-2016-0037","title":"HOLE PROBLEMS IN A CIRCULAR PIEZOELECTRIC PLATE","year":2016,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Numerical methods in engineering","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Piezoelectricity; Circular economy; Acoustics; Structural engineering; Geometry; Physics; Engineering; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0003916846,0.0005458776,0.0005634755,0.0004879078,0.0006332567,0.000915506,0.0006579126,0.002196212,0.003573362],"category_scores_gemma":[0.001607855,0.0004545743,0.0004383288,0.0002087067,0.001845901,0.001277623,0.001326292,0.0006000014,0.0002256666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003445633,"about_ca_system_score_gemma":0.0005146884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002334601,"about_ca_topic_score_gemma":0.0008378141,"domain_scores_codex":[0.9997842,0.00006160177,0.000007720218,0.00005014569,0.00004577017,0.00005057877],"domain_scores_gemma":[0.9995887,0.0002287108,0.00006154252,0.00003322564,0.00004510851,0.00004272658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004929877,0.0001265619,0.003931127,0.000395041,0.00008073501,0.005134375,0.0009808439,0.659106,0.03692527,0.2753839,0.003246011,0.01419712],"study_design_scores_gemma":[0.0001481329,0.0001365263,0.001257123,0.00004641858,0.00002215955,0.000911347,0.0003863918,0.9533964,0.003145732,0.03768608,0.0028225,0.00004120263],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5858276,0.001747297,0.3694897,0.00180234,0.0003384526,0.0001317838,0.0001955559,0.0002871261,0.04018006],"genre_scores_gemma":[0.9712606,0.0002877228,0.01767471,0.0001922678,0.00004259648,0.0000712102,0.00005559943,0.00006704225,0.01034812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003573362,"threshold_uncertainty_score":0.01195407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01200069292787099,"score_gpt":0.2050194813743016,"score_spread":0.1930187884464306,"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."}}