{"id":"W2145113707","doi":"","title":"Embeddings of Small Graphs on the Torus","year":2003,"lang":"en","type":"article","venue":"CUBO, A Mathematical Journal","topic":"Advanced Graph Theory Research","field":"Computer Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Combinatorics; Mathematics; Vertex (graph theory); Automorphism; Graph; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001897165,0.0001380227,0.0002249174,0.0001459881,0.0002122138,0.0001462552,0.001258103,0.00004915318,0.0002548828],"category_scores_gemma":[0.001300603,0.00007899939,0.0001839006,0.0004769573,0.0002079714,0.0001811428,0.0001110238,0.0005180578,0.0001060231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002809757,"about_ca_system_score_gemma":0.00006681756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":1.409102e-7,"about_ca_topic_score_gemma":1.308919e-7,"domain_scores_codex":[0.9981793,0.0002957613,0.0003791275,0.0001834777,0.0005680008,0.0003943356],"domain_scores_gemma":[0.9977963,0.001111069,0.0001585809,0.0005833653,0.0001555914,0.0001951201],"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":[0.000009189254,0.0001114762,0.00001996541,0.00001530107,0.0000209085,0.00002231437,0.0004349272,0.00001986914,0.0007222868,0.996611,0.0002554939,0.001757297],"study_design_scores_gemma":[0.0001991816,0.0001856498,0.00003761563,0.00008812085,0.000004837609,0.0004221219,0.0001200866,0.001922624,0.004807105,0.9915663,0.000550967,0.00009537931],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1216354,0.0001200767,0.8465112,0.001119616,0.0001772929,0.0002090081,8.205495e-7,0.00004434089,0.03018221],"genre_scores_gemma":[0.8790223,0.0000340232,0.1199584,0.0004142099,0.0000436689,0.00001422734,5.288112e-8,0.00002300149,0.0004901074],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7573869,"threshold_uncertainty_score":0.3221502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04716900895108805,"score_gpt":0.3052605390759058,"score_spread":0.2580915301248178,"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."}}