{"id":"W2952930798","doi":"10.48550/arxiv.1308.2843","title":"The robber strikes back","year":2013,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Advanced Graph Theory Research","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Carleton University; St. Francis Xavier University","funders":"","keywords":"Bipartite graph; Combinatorics; Vertex (graph theory); Graph; Mathematics; Discrete mathematics; Computer science","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":[0.0007758748,0.001441046,0.001650386,0.0007209624,0.001990353,0.001916958,0.002582704,0.002782798,0.01607197],"category_scores_gemma":[0.005528421,0.0006522338,0.001078821,0.0004915876,0.002667412,0.004896287,0.00250851,0.002696833,0.001542781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001486206,"about_ca_system_score_gemma":0.000868256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004359879,"about_ca_topic_score_gemma":0.003848517,"domain_scores_codex":[0.9984069,0.000389086,0.00005192,0.000507815,0.0001963795,0.0004479444],"domain_scores_gemma":[0.9975485,0.00102277,0.0003372137,0.0003242887,0.000149171,0.0006180828],"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":[0.002507983,0.0005710264,0.003881831,0.0009293088,0.0004749166,0.003296592,0.001123402,0.2583213,0.02114994,0.6348951,0.02956145,0.04328704],"study_design_scores_gemma":[0.0001788273,0.0007387246,0.001820741,0.0001211316,0.0001439981,0.001220531,0.001084703,0.577724,0.005399844,0.3832677,0.02816965,0.0001300911],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4768896,0.001219756,0.405924,0.006688949,0.0009664273,0.0004613819,0.001121795,0.0006828574,0.1060451],"genre_scores_gemma":[0.9039727,0.0005207093,0.05503142,0.0009396519,0.0002005971,0.0002615524,0.0004766547,0.0002593416,0.03833747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01607197,"threshold_uncertainty_score":0.05376613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08252482297315175,"score_gpt":0.2111936004055462,"score_spread":0.1286687774323944,"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."}}