{"id":"W4401390257","doi":"10.1145/3686798","title":"Automorphisms and Isomorphisms of Maps in Linear Time","year":2024,"lang":"en","type":"article","venue":"ACM Transactions on Algorithms","topic":"Advanced Graph Theory Research","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Agentúra na Podporu Výskumu a Vývoja; Grantová Agentura České Republiky","keywords":"Automorphism; Mathematics; Combinatorics; Discrete mathematics","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":[0.001144598,0.001541987,0.001219972,0.001208308,0.001522347,0.004349759,0.002385215,0.001374749,0.01289387],"category_scores_gemma":[0.008416471,0.0009513322,0.00211729,0.002049709,0.002538499,0.007338084,0.00380897,0.002026116,0.003678224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002559909,"about_ca_system_score_gemma":0.002377798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00518893,"about_ca_topic_score_gemma":0.008017787,"domain_scores_codex":[0.9963607,0.0005700358,0.0002642202,0.001118481,0.000982512,0.0007039479],"domain_scores_gemma":[0.9932509,0.003958285,0.000508101,0.001579734,0.0004737249,0.0002292603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002718741,0.0008824692,0.009010538,0.001305691,0.0003418666,0.0009047249,0.00195191,0.1342209,0.0385651,0.1699416,0.022621,0.6175355],"study_design_scores_gemma":[0.0006245507,0.0003948052,0.001934059,0.00008500011,0.0002172565,0.0004317055,0.0006620299,0.4073084,0.02823066,0.5398446,0.02017384,0.00009315186],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2336233,0.0008119093,0.7176828,0.001360832,0.0001895762,0.0005771496,0.001447868,0.0182615,0.02604506],"genre_scores_gemma":[0.5147582,0.0002560462,0.4645828,0.0003227154,0.000132354,0.0005008206,0.004692903,0.001576524,0.01317772],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01289387,"threshold_uncertainty_score":0.04313427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01894811471837887,"score_gpt":0.2882847886829304,"score_spread":0.2693366739645515,"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."}}