{"id":"W2886387515","doi":"10.1007/s10801-019-00900-y","title":"Construction of cospectral graphs","year":2019,"lang":"en","type":"preprint","venue":"Journal of Algebraic Combinatorics","topic":"Graph theory and applications","field":"Mathematics","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Ministry of Education, India; University of Waterloo","keywords":"Combinatorics; Line graph; Cograph; Mathematics; Discrete mathematics; Pathwidth; Graph; Split graph; Symmetric graph; Comparability graph; Graph product; Voltage graph","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.000225847,0.0006019191,0.000386854,0.001598319,0.001305773,0.001773777,0.0005052723,0.0006898537,0.0144456],"category_scores_gemma":[0.0006006823,0.0003282452,0.000379373,0.000848941,0.000935389,0.001438391,0.001591469,0.001260789,0.002040293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00047744,"about_ca_system_score_gemma":0.0003001384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002649778,"about_ca_topic_score_gemma":0.0005129321,"domain_scores_codex":[0.9997434,0.00006439929,0.00001058464,0.00006088875,0.00006900929,0.00005166896],"domain_scores_gemma":[0.9997115,0.00005855578,0.00002781721,0.00005532647,0.00006650849,0.00008042756],"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":[0.00003214773,0.00006193099,0.0002414688,0.00003301112,0.000004600427,0.0001118091,0.0001684522,0.0005341963,0.007584949,0.9755974,0.002507722,0.0131223],"study_design_scores_gemma":[0.0000247118,0.00002798641,0.000551236,0.00002691696,0.00001611383,0.0003603363,0.0002306238,0.008429673,0.01064673,0.9506561,0.02901043,0.00001915882],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4134327,0.0003854859,0.2143067,0.001598173,0.0009521383,0.0001886372,0.0005886385,0.001250961,0.3672966],"genre_scores_gemma":[0.8647122,0.0004044499,0.07683479,0.0004813425,0.0002056142,0.0001244738,0.0008008205,0.000671664,0.05576468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0144456,"threshold_uncertainty_score":0.04832536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02805952322355335,"score_gpt":0.2959501441155659,"score_spread":0.2678906208920125,"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."}}