{"id":"W3208098475","doi":"10.32920/ryerson.14649297.v1","title":"Cops and robbers on graphs and hypergraphs","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Artificial Intelligence in Games","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Combinatorics; Conjecture; Mathematics; Generalization; Vertex (graph theory); Graph; Pathwidth; Upper and lower bounds; Discrete mathematics; Line 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001869627,0.0002376629,0.0002627675,0.0001708993,0.00009486623,0.0006180235,0.0005671907,0.000191183,0.0000305233],"category_scores_gemma":[0.00005449941,0.0002139121,0.00007343535,0.0001841461,0.0001737032,0.0001576759,0.001656771,0.0003937093,0.00001079616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001526404,"about_ca_system_score_gemma":0.00006643025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002747636,"about_ca_topic_score_gemma":0.000160209,"domain_scores_codex":[0.998398,0.00006289817,0.0002323116,0.0008440268,0.0002360891,0.0002266727],"domain_scores_gemma":[0.998807,0.0001667164,0.00007634401,0.0007367267,0.00008051573,0.0001327114],"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":[0.00001006481,0.0001240889,0.007283464,0.0001125295,0.000139296,0.0001359776,0.004345111,0.000798772,0.0005133437,0.6952986,0.002675049,0.2885637],"study_design_scores_gemma":[0.0002519312,0.0004718637,0.01285785,0.0008783448,0.00007969679,0.0001578101,0.002340655,0.1481195,0.04544583,0.7820694,0.00454932,0.002777804],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8314633,0.002692759,0.1340248,0.003897535,0.002236602,0.0004856382,0.000003712662,0.0005815556,0.02461411],"genre_scores_gemma":[0.960849,0.0009752832,0.03666359,0.0009557871,0.00002397741,0.00001921058,0.000002971055,0.00001273794,0.0004974775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2857859,"threshold_uncertainty_score":0.8723084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02848449139006236,"score_gpt":0.2701670735229927,"score_spread":0.2416825821329303,"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."}}