{"id":"W2901591138","doi":"10.1090/conm/720","title":"Spectral Theory and Applications","year":2018,"lang":"en","type":"book","venue":"Contemporary mathematics - American Mathematical Society","topic":"Sensor Technology and Measurement Systems","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Mathematics; Pure mathematics; Algebra over a field","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":[0.001119366,0.001181553,0.001043614,0.002761709,0.001912493,0.003482512,0.001063416,0.001713108,0.02540131],"category_scores_gemma":[0.00322577,0.0004264007,0.001263465,0.002317321,0.003479337,0.004714475,0.002977918,0.003825376,0.007663343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001925404,"about_ca_system_score_gemma":0.0008722154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009650228,"about_ca_topic_score_gemma":0.0005441684,"domain_scores_codex":[0.9988524,0.0002886231,0.00007863143,0.0002302179,0.000454284,0.00009597956],"domain_scores_gemma":[0.99885,0.0005613675,0.00005716455,0.0001469084,0.000293662,0.00009096295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004708029,0.000007978804,0.00004690763,0.0001262854,0.000005885401,0.00003855261,0.0001497491,0.0007684595,0.0002855646,0.9673567,0.008897664,0.02231166],"study_design_scores_gemma":[0.000002447265,0.000008231974,0.0000699894,0.00008888828,0.000002859574,0.0001294257,0.00007498898,0.002065,0.0001417652,0.896747,0.1006619,0.000007556216],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006971648,0.07921309,0.3208641,0.008864488,0.005414455,0.00009966125,0.0004786063,0.0006399288,0.577454],"genre_scores_gemma":[0.3455217,0.1129567,0.2153932,0.008529599,0.0152064,0.0005930008,0.001187875,0.001275324,0.2993363],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02540131,"threshold_uncertainty_score":0.0849759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03122037127890723,"score_gpt":0.2620348359997079,"score_spread":0.2308144647208007,"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."}}