{"id":"W4399213339","doi":"10.37236/12429","title":"Constructing Graphs with No Independent Transversals","year":2024,"lang":"en","type":"article","venue":"The Electronic Journal of Combinatorics","topic":"Advanced Graph Theory Research","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Combinatorics; Mathematics; Maximal independent set; Chordal graph; 1-planar graph; Graph","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005544707,0.0005580141,0.0005787053,0.0008877838,0.0008940367,0.0008925012,0.001070821,0.0007254743,0.003052138],"category_scores_gemma":[0.004023191,0.0008165817,0.0007697608,0.0007707888,0.00121333,0.001810204,0.001885914,0.001727334,0.0006021547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007920182,"about_ca_system_score_gemma":0.0005424729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007828018,"about_ca_topic_score_gemma":0.002022921,"domain_scores_codex":[0.999415,0.000159082,0.00002911499,0.0001929,0.0001004666,0.000103489],"domain_scores_gemma":[0.9958851,0.001443546,0.000593769,0.001213745,0.0004670105,0.0003968645],"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":[0.0009821852,0.0002780462,0.01944982,0.000804045,0.0001620007,0.001152413,0.002320238,0.04679121,0.1163693,0.712979,0.008832906,0.08987881],"study_design_scores_gemma":[0.0002003344,0.0004827103,0.007664712,0.0002047219,0.0002382769,0.002063422,0.001413609,0.173829,0.05164307,0.7393079,0.02285217,0.00009999277],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7828524,0.0003752262,0.1987671,0.0007250858,0.00005981388,0.00008611621,0.0006571472,0.0007297156,0.01574745],"genre_scores_gemma":[0.8734915,0.0003426629,0.1183748,0.000279401,0.00004232315,0.0001074689,0.001866983,0.0002730945,0.005221828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003052138,"threshold_uncertainty_score":0.01021045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007709438158755823,"score_gpt":0.251647327207062,"score_spread":0.2439378890483061,"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."}}