{"id":"W1501289071","doi":"10.37236/135","title":"Random Even Graphs","year":2009,"lang":"en","type":"article","venue":"The Electronic Journal of Combinatorics","topic":"Stochastic processes and statistical mechanics","field":"Mathematics","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of British Columbia; University of Cambridge; Isaac Newton Institute for Mathematical Sciences","keywords":"Combinatorics; Mathematics; Random graph; Discrete mathematics; Lattice (music); Phase transition; Random regular graph; Transition point; Graph; Line graph; 1-planar graph; Physics; Condensed matter physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00121837,0.0001336021,0.0003321262,0.0000649523,0.0001116385,0.00002821051,0.0004807875,0.0000565021,0.00002104274],"category_scores_gemma":[0.001085686,0.00008048293,0.0001441572,0.0003135014,0.00002615748,0.00007004484,0.00001739157,0.0006181217,0.000004747072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001129949,"about_ca_system_score_gemma":0.0002498912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.565047e-7,"about_ca_topic_score_gemma":5.122116e-7,"domain_scores_codex":[0.9984901,0.00007572511,0.0004557216,0.00007570792,0.0004540597,0.0004487053],"domain_scores_gemma":[0.9981724,0.000901675,0.0003716281,0.0001973925,0.0002760292,0.00008086453],"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":[0.0001374958,0.000126107,0.000001064165,0.000008272069,0.00004793908,0.000008124469,0.000103125,0.000003610595,0.00007091631,0.9964401,0.001383595,0.001669627],"study_design_scores_gemma":[0.001617441,0.001082807,0.00001235462,0.00002875348,0.0001270996,0.0002349556,0.00005185812,0.0002261644,0.0002679715,0.9953763,0.0008784683,0.00009582307],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02468552,0.002856974,0.9680803,0.002180936,0.0004508217,0.0001673744,0.000001182813,0.0000262919,0.001550631],"genre_scores_gemma":[0.9988764,0.0004208544,0.0002886029,0.0001513481,0.00007375388,0.000001105205,1.753731e-7,0.00001238123,0.0001753627],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9741909,"threshold_uncertainty_score":0.3281999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01606366324389873,"score_gpt":0.2915499532463266,"score_spread":0.2754862900024279,"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."}}