{"id":"W2135704013","doi":"10.1109/memsc.2001.992748","title":"Application of boundary conditioning to the synthesis of microsystems","year":2002,"lang":"en","type":"article","venue":"","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Microsystem; Conditioning; Boundary (topology); Computer science; Boundary value problem; Control engineering; Control theory (sociology); Engineering; Mathematics; Materials science; Artificial intelligence; Nanotechnology; Mathematical analysis","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":[0.0004223378,0.0002853152,0.0003673702,0.0002699034,0.0003392837,0.0004595667,0.0003174316,0.000322881,0.00164603],"category_scores_gemma":[0.001076985,0.0001790918,0.0002242508,0.0001437178,0.0009666046,0.0005749034,0.0007620528,0.0004523361,0.0002448544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003017143,"about_ca_system_score_gemma":0.0002364027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001558729,"about_ca_topic_score_gemma":0.0001610716,"domain_scores_codex":[0.9996853,0.00007047609,0.00001352728,0.00004360334,0.0001615495,0.00002545933],"domain_scores_gemma":[0.9996506,0.0001956002,0.00003870888,0.0000477405,0.0000513052,0.00001596174],"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":[0.0002437304,0.00007512601,0.0003111942,0.0005284506,0.00003088757,0.0001539662,0.0002114947,0.1880626,0.5089329,0.1652176,0.000448949,0.1357831],"study_design_scores_gemma":[0.00004942484,0.0003840321,0.000320516,0.0000600253,0.00001965701,0.0001332913,0.00003388278,0.4228501,0.5027687,0.06200231,0.01134565,0.00003241042],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05174799,0.0007465448,0.9378728,0.0001495534,0.0001010762,0.0000488347,0.00001715885,0.0003619946,0.008954054],"genre_scores_gemma":[0.8442951,0.0005174311,0.1527485,0.00008274106,0.00004127357,0.00008173141,0.00002151426,0.00009614411,0.002115581],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00164603,"threshold_uncertainty_score":0.005506575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003319824676475903,"score_gpt":0.1766980582675244,"score_spread":0.1733782335910485,"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."}}