{"id":"W2221458177","doi":"10.48550/arxiv.1508.07357","title":"Compressed Cliques Graphs, Clique Coverings and Positive Zero Forcing","year":2015,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Advanced Graph Theory Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Clique problem; Mathematics; Combinatorics; Clique graph; Uniqueness; Clique; Vertex (graph theory); Discrete mathematics; Forcing (mathematics); Split graph; Clique-sum; Block graph; Popularity; Graph; Context (archaeology); Zero (linguistics); Chordal graph; Line graph; 1-planar graph; Graph power; Geography; Mathematical analysis","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":[0.0008829256,0.0005317362,0.000715721,0.001852215,0.001944204,0.00229898,0.001048989,0.001465849,0.006896428],"category_scores_gemma":[0.008591766,0.0004579271,0.0006246146,0.001743848,0.004278623,0.005253205,0.002123315,0.002042907,0.0005161748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001319637,"about_ca_system_score_gemma":0.0006463416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001071661,"about_ca_topic_score_gemma":0.00120641,"domain_scores_codex":[0.9990514,0.0002567011,0.00003481962,0.0002560538,0.00026208,0.0001389734],"domain_scores_gemma":[0.9926379,0.004472334,0.001134944,0.0008154114,0.0004316024,0.0005079039],"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":[0.00005420218,0.00002344598,0.001368207,0.00007560915,0.00001710429,0.0001308184,0.0003414828,0.007870954,0.002594372,0.9769159,0.00151773,0.009090269],"study_design_scores_gemma":[0.00001535809,0.00002794076,0.0008260393,0.00002767193,0.00001242374,0.0003483021,0.0002671503,0.02736079,0.001572517,0.9655837,0.003930955,0.00002706206],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6506673,0.001213841,0.2965687,0.002903196,0.0001571906,0.0001354279,0.001102809,0.0004256178,0.04682592],"genre_scores_gemma":[0.9670289,0.0004929373,0.02554021,0.0003225901,0.000214877,0.0001013811,0.0006144496,0.000163433,0.005521175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006896428,"threshold_uncertainty_score":0.02307087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07409651300647802,"score_gpt":0.2296481115847455,"score_spread":0.1555515985782675,"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."}}