{"id":"W3111153114","doi":"","title":"Inverse Steklov spectral problem for curvilinear polygons","year":2021,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Spectral Theory in Mathematical Physics","field":"Mathematics","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Engineering and Physical Sciences Research Council; Natural Sciences and Engineering Research Council of Canada","keywords":"Mathematics; Curvilinear coordinates; Inverse; Constructive; Eigenvalues and eigenvectors; Pure mathematics; Hadamard transform; Counterexample; Trigonometric functions; Sequence (biology); Combinatorics; Mathematical analysis; Geometry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002684899,0.000338907,0.0005672014,0.0001335412,0.0003772224,0.00007123411,0.0004999214,0.0001585136,0.0004603426],"category_scores_gemma":[0.0002966635,0.0003815979,0.000490378,0.0007759138,0.0002020024,0.0009973139,0.0002746143,0.0002969904,0.0001461013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003153982,"about_ca_system_score_gemma":0.0003202274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001744658,"about_ca_topic_score_gemma":0.000263905,"domain_scores_codex":[0.9979856,0.0001569222,0.0002914817,0.0005754462,0.0003726376,0.0006179262],"domain_scores_gemma":[0.9977174,0.0009879498,0.0001708565,0.0007264025,0.0001908446,0.0002065435],"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":[0.0002198204,0.0005622439,0.00005018964,0.0002990206,0.0001735131,0.0002144605,0.0004428202,0.00002244317,0.001944207,0.9789824,0.01704001,0.00004883654],"study_design_scores_gemma":[0.002605463,0.0001656176,0.00007257449,0.0001232132,0.0003149616,0.00004837168,0.00476213,0.002492046,0.005836423,0.9742105,0.008718072,0.00065065],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8707439,0.00005114621,0.06765629,0.002295936,0.0004637942,0.001725103,0.00241138,0.0004379324,0.05421457],"genre_scores_gemma":[0.5303693,0.00006198028,0.2591141,0.0006501967,0.0006868683,0.00001958312,0.0001781173,0.0002335858,0.2086862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3403746,"threshold_uncertainty_score":0.9998636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02876336237514684,"score_gpt":0.2614475091337117,"score_spread":0.2326841467585648,"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."}}