{"id":"W2517590891","doi":"10.1109/candar.2015.10","title":"A Practical Algorithm for Embedding Graphs on Torus","year":2015,"lang":"en","type":"article","venue":"","topic":"Advanced Graph Theory Research","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Torus; Embedding; Time complexity; Exponential function; Computer science; Graph embedding; Algorithm; Graph; Implementation; Exponential growth; Theoretical computer science; Mathematics; Artificial intelligence","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":[0.0004293877,0.001287995,0.0006840922,0.0009595599,0.001036212,0.00098403,0.001415833,0.001128252,0.01211752],"category_scores_gemma":[0.002593608,0.0004619232,0.0008693334,0.001730384,0.0006818352,0.003376335,0.002582096,0.001288843,0.004174223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008167265,"about_ca_system_score_gemma":0.001698037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002089103,"about_ca_topic_score_gemma":0.002816932,"domain_scores_codex":[0.9989065,0.00009995828,0.00009331649,0.0003364695,0.0003346921,0.0002289834],"domain_scores_gemma":[0.9988703,0.0002404736,0.00007945268,0.0003978564,0.0003310377,0.00008082634],"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":[0.0005107734,0.0004142559,0.001268619,0.0005789924,0.00008076885,0.0006343015,0.0005766185,0.06445108,0.04023378,0.06921876,0.07357184,0.7484603],"study_design_scores_gemma":[0.0004117697,0.0005321018,0.0009608521,0.00005761326,0.0001300754,0.002108401,0.0008178697,0.655011,0.03838651,0.1921601,0.1092826,0.0001412152],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01777767,0.0001984631,0.9652804,0.0005950076,0.0002042524,0.0002183594,0.000315841,0.006405753,0.009004313],"genre_scores_gemma":[0.1611498,0.0003367778,0.8242996,0.0002446025,0.0001026885,0.0003596939,0.002453978,0.0006800496,0.01037281],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01211752,"threshold_uncertainty_score":0.04053718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1003972444647149,"score_gpt":0.4175264391665561,"score_spread":0.3171291947018411,"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."}}