{"id":"W2405459696","doi":"","title":"Searching Circulant Graphs.","year":2011,"lang":"en","type":"article","venue":"Cologne Twente Workshop on Graphs and Combinatorial Optimization","topic":"Data Management and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Circulant matrix; Computer science; Combinatorics; Mathematics; Algorithm","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":[0.0003748073,0.0002005364,0.0002004618,0.0003192895,0.0003007562,0.0002654114,0.0006398744,0.00009365995,0.00003043791],"category_scores_gemma":[0.00004309657,0.0001871961,0.00007310578,0.000779294,0.00008258963,0.000664237,0.0003442777,0.000196675,0.000009117332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002089444,"about_ca_system_score_gemma":0.00001948352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001589849,"about_ca_topic_score_gemma":0.00000123649,"domain_scores_codex":[0.9985263,0.0001033983,0.0002389483,0.0005137721,0.0002830822,0.0003345366],"domain_scores_gemma":[0.999147,0.00007044239,0.000119435,0.0004497417,0.00007809215,0.0001352692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003457066,0.0002256628,0.0004501344,0.000009139567,0.00003847042,0.00002304458,0.0002886759,0.001043014,0.000005838023,0.9757508,0.0006763469,0.02145428],"study_design_scores_gemma":[0.005410295,0.001259476,0.005994101,0.0002066147,0.0000996941,0.00001434887,0.0002541125,0.5227361,0.0001985158,0.4583824,0.004115428,0.001328852],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03340567,0.0004311917,0.920271,0.0007649724,0.01437534,0.001281954,0.000008649507,0.001021331,0.02843994],"genre_scores_gemma":[0.9617444,0.0008628866,0.03643734,0.00048764,0.0000705186,0.00006111381,0.00006406537,0.00002886929,0.0002431361],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9283388,"threshold_uncertainty_score":0.7633634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0257114683394089,"score_gpt":0.2351295267115456,"score_spread":0.2094180583721366,"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."}}