{"id":"W2079295608","doi":"10.1016/j.disc.2005.12.035","title":"Matrix partitions of perfect graphs","year":2006,"lang":"en","type":"article","venue":"Discrete Mathematics","topic":"Advanced Graph Theory Research","field":"Computer Science","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Mathematics; Combinatorics; Matrix (chemical analysis); 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":[0.0003112292,0.0001116963,0.0001857164,0.0001485816,0.00009050885,0.00005173379,0.0006420438,0.00003564733,0.00003415083],"category_scores_gemma":[0.00005716052,0.00009339811,0.0001230633,0.0005641064,0.0001373927,0.0002386242,0.0001666838,0.00009424399,0.00005505525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001221391,"about_ca_system_score_gemma":0.00002295358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007668895,"about_ca_topic_score_gemma":0.000004399098,"domain_scores_codex":[0.9988636,0.00004848122,0.000306193,0.0001860745,0.0003335385,0.0002620676],"domain_scores_gemma":[0.9988667,0.0002011247,0.0001163522,0.0006810752,0.00008427719,0.00005048554],"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":[0.000001202882,0.00007350019,0.0002129667,0.0000659837,0.000007991365,0.000003762839,0.000212199,0.0002164935,0.002234592,0.9965227,0.000263663,0.000184949],"study_design_scores_gemma":[0.0001416927,0.00004796891,0.0002834996,0.00003326308,0.000006980282,0.00001122466,0.00006609254,0.01447609,0.008338638,0.9762294,0.0002431367,0.0001219916],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08504207,0.0001580198,0.8974605,0.0001979682,0.00005895173,0.0002312353,0.00001702448,0.0001529782,0.01668127],"genre_scores_gemma":[0.8295329,0.000008029962,0.1698038,0.000008434562,0.00001530785,0.00002199492,0.000004709739,0.00001260689,0.0005921973],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7444909,"threshold_uncertainty_score":0.3808664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01678736941047462,"score_gpt":0.303388922085106,"score_spread":0.2866015526746314,"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."}}