{"id":"W2287921404","doi":"","title":"A Study of Phase Transitions in Security Games","year":2012,"lang":"en","type":"article","venue":"National Conference on Artificial Intelligence","topic":"Infrastructure Resilience and Vulnerability Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Stackelberg competition; Computer science; Software deployment; Suite; Benchmark (surveying); Computation; Guard (computer science); Game theory; Theoretical computer science; Mathematical optimization; Algorithm; Mathematical economics; Mathematics; Law","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":[0.003088105,0.0008547193,0.0009741826,0.001302251,0.001183098,0.002405125,0.001161829,0.001208451,0.006696846],"category_scores_gemma":[0.02884524,0.00061864,0.001280759,0.0007274041,0.003220056,0.00476267,0.001576148,0.002859517,0.0003336447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002195965,"about_ca_system_score_gemma":0.00170396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002951542,"about_ca_topic_score_gemma":0.001482299,"domain_scores_codex":[0.9985554,0.0007369709,0.00005447363,0.0002120748,0.0001760239,0.000265047],"domain_scores_gemma":[0.9765538,0.02001791,0.001370515,0.0005770619,0.0005893948,0.0008912663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002104216,0.0001907233,0.002287169,0.0001848715,0.00008555017,0.0001644224,0.0007291086,0.2702404,0.002366778,0.7105961,0.002691478,0.01025311],"study_design_scores_gemma":[0.0000659713,0.0001147189,0.0006289981,0.00005260598,0.00002195513,0.0000492753,0.0002049999,0.645098,0.0006797356,0.3513254,0.001733017,0.00002544441],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4585663,0.000948753,0.4989492,0.003742538,0.0001215843,0.0003863539,0.000395759,0.0003377355,0.03655179],"genre_scores_gemma":[0.9614358,0.0005077833,0.0338351,0.0003322999,0.00007423804,0.000280064,0.0001826545,0.0001068516,0.003245122],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006696846,"threshold_uncertainty_score":0.02240318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08300799509632655,"score_gpt":0.3629789054404974,"score_spread":0.2799709103441708,"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."}}