{"id":"W2087090337","doi":"10.1145/1404435.1404439","title":"March of the Froblins","year":2008,"lang":"en","type":"article","venue":"","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Advanced Micro Devices (Canada)","funders":"","keywords":"Computer science; Rendering (computer graphics); Computer game; Video game; Video game design; Game design; Graphics; Computer graphics; Computation; Game Developer; Game programming; Combinatorial game theory; Sequential game; Artificial intelligence; Human–computer interaction; Multimedia; Game theory; Computer graphics (images); Game design document; Algorithm","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":[0.001644398,0.0008772195,0.0005042302,0.001221142,0.002699095,0.005774045,0.001087033,0.002982364,0.2136833],"category_scores_gemma":[0.006531197,0.0002863366,0.0005454206,0.0005529057,0.001638128,0.003615819,0.003183922,0.004007034,0.08675455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002607899,"about_ca_system_score_gemma":0.003514166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007107965,"about_ca_topic_score_gemma":0.01490468,"domain_scores_codex":[0.9988783,0.0001731477,0.00004984577,0.0002692304,0.0004553815,0.00017405],"domain_scores_gemma":[0.9980813,0.0002621736,0.00007550224,0.0001984278,0.0007910964,0.0005914166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003960303,0.00001498201,0.0001587305,0.00006867096,0.000005251292,0.0001149784,0.0001167104,0.00005875784,0.0001485171,0.0209343,0.9359376,0.04240185],"study_design_scores_gemma":[0.000001629663,0.000003783873,0.00006286986,0.00005396234,9.276989e-7,0.00005521653,0.0000509953,0.00001937349,0.00004249669,0.0009539669,0.9987531,0.000001772657],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002757831,0.04017898,0.003418908,0.2044869,0.1528077,0.0001208964,0.0011156,0.000784567,0.5943285],"genre_scores_gemma":[0.01486481,0.01253135,0.001462364,0.01847694,0.008327268,0.00004333807,0.0005461869,0.0003545781,0.9433931],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2136833,"threshold_uncertainty_score":0.7148418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01248103588265326,"score_gpt":0.1895682725591804,"score_spread":0.1770872366765271,"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."}}