{"id":"W2408084491","doi":"","title":"Dominating Sets and Independent Sets in a Tree.","year":2010,"lang":"en","type":"article","venue":"Ars Combinatoria","topic":"Advanced Graph Theory Research","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics; Tree (set theory); Combinatorics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0008694027,0.0001316943,0.0001617803,0.0002180083,0.0001054152,0.0001203578,0.000735143,0.00009155278,0.000007925347],"category_scores_gemma":[0.0002195328,0.0001308821,0.00002776631,0.0005062207,0.00009443137,0.0005174348,0.0005499722,0.0005870059,0.00001885034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002996278,"about_ca_system_score_gemma":0.00005125256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001998953,"about_ca_topic_score_gemma":0.0001060652,"domain_scores_codex":[0.9985589,0.0001094989,0.0001902457,0.0004175681,0.0003357665,0.0003879714],"domain_scores_gemma":[0.9989199,0.0002873094,0.00005794338,0.0005316106,0.00006162522,0.0001415815],"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":[0.000007362848,0.00006982002,0.01357859,0.000008109933,0.000004297284,0.00006769068,0.0008413399,0.000002317277,0.005051982,0.9298467,0.00003150079,0.05049032],"study_design_scores_gemma":[0.001181143,0.00006678112,0.04038854,0.000019074,0.000001032679,0.00003478746,0.00005073557,0.006430227,0.002365708,0.9491639,0.0001236036,0.0001744903],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962072,0.0000615113,0.0004346738,0.0003254638,0.0008272532,0.0001938572,6.544782e-7,0.00007339256,0.001876005],"genre_scores_gemma":[0.9938303,0.000008262549,0.006000964,0.00005207588,0.000002767083,0.00002552985,7.014371e-7,0.00001114656,0.00006831675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05031583,"threshold_uncertainty_score":0.5337219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01244651696202786,"score_gpt":0.2880995305409314,"score_spread":0.2756530135789035,"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."}}