{"id":"W2397344195","doi":"","title":"Independence number and [a, b]-factors of graphs.","year":2012,"lang":"en","type":"article","venue":"Ars Combinatoria","topic":"Graph Labeling and Dimension Problems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics; Independence number; Independence (probability theory); Combinatorics; Statistics; Discrete mathematics; Graph","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":[0.0003540974,0.000103753,0.0001438516,0.00006571369,0.00006871089,0.0000282024,0.0003023916,0.00007282327,0.00001139504],"category_scores_gemma":[0.00003912782,0.00008922331,0.00003860482,0.0003336813,0.00007469985,0.0004599572,0.0001851577,0.0001137779,0.00001996203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005979962,"about_ca_system_score_gemma":0.00001813367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006301118,"about_ca_topic_score_gemma":4.854862e-7,"domain_scores_codex":[0.9990873,0.00004423994,0.0001755377,0.0001773804,0.0002650084,0.000250589],"domain_scores_gemma":[0.9992422,0.00008570197,0.00008663737,0.000357498,0.00007890406,0.000149059],"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":[6.855481e-7,0.00005516441,0.2543658,0.000006114761,0.000006871916,3.985521e-7,0.0003954978,3.956822e-7,0.0005004997,0.7441894,0.0002134087,0.0002657126],"study_design_scores_gemma":[0.0002888078,0.00003367402,0.06708816,0.00001606354,0.000005998763,0.000008408036,0.00002616742,0.0001331334,0.008078042,0.9240828,0.0001075499,0.0001311747],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969289,0.000334785,0.00008319216,0.00005535909,0.001295458,0.0000545988,5.999166e-7,0.00007160412,0.001175501],"genre_scores_gemma":[0.9981127,0.00001919692,0.001764887,0.00004950697,4.715165e-7,0.000002421512,5.578274e-7,0.000005800091,0.00004440856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1872777,"threshold_uncertainty_score":0.3638421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01365168766911221,"score_gpt":0.2355893132662962,"score_spread":0.221937625597184,"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."}}