{"id":"W3098937687","doi":"10.1142/s0219199712500654","title":"SPECTRAL DEFORMATIONS FOR QUASICYLINDRICAL DOMAINS","year":2012,"lang":"en","type":"article","venue":"Communications in Contemporary Mathematics","topic":"Numerical methods in inverse problems","field":"Mathematics","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Mathematics; Bounded function; Pure mathematics; Spectral properties; Mathematical analysis; Spectral theory; Dirichlet distribution; Range (aeronautics); Hilbert space; Boundary value problem","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":[0.0005050506,0.0003694612,0.0002611724,0.0009360331,0.000590177,0.001272887,0.0004546064,0.0005820944,0.001777271],"category_scores_gemma":[0.001584134,0.000204505,0.0002964561,0.0002873492,0.002204565,0.001476597,0.001347721,0.0008124134,0.0002582988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006406305,"about_ca_system_score_gemma":0.0003292506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005445835,"about_ca_topic_score_gemma":0.0004069405,"domain_scores_codex":[0.9997643,0.0000672206,0.00001130513,0.00004592154,0.0000768621,0.00003435621],"domain_scores_gemma":[0.9993869,0.0002249941,0.0001308733,0.00007055316,0.00009995945,0.00008664063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000365982,0.00002272364,0.0004372812,0.00003807484,0.000005370413,0.000172197,0.0002089396,0.02303049,0.009559885,0.9640118,0.0002831327,0.002193513],"study_design_scores_gemma":[0.00003333755,0.00007788886,0.00115279,0.00002458597,0.000005857977,0.0004484114,0.0004654377,0.3637197,0.006139406,0.6240369,0.003856186,0.00003950567],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7384953,0.0005118122,0.2388284,0.0007899029,0.000156728,0.00004282013,0.00008996364,0.00009081064,0.02099426],"genre_scores_gemma":[0.974667,0.0002528445,0.0204233,0.00008136046,0.00005745178,0.00003758076,0.00005904475,0.00003421037,0.004387304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001777271,"threshold_uncertainty_score":0.005945504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4093182469052256,"score_gpt":0.4600743727562796,"score_spread":0.05075612585105405,"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."}}