{"id":"W1619743887","doi":"10.1007/978-3-540-39432-7_92","title":"Coevolving Communication and Cooperation for Lattice Formation Tasks","year":2003,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Cellular Automata and Applications","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Cellular automaton; Automaton; Distributed computing; Theoretical computer science; Entropy (arrow of time); Lattice (music); Artificial intelligence","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":[0.001554185,0.000710448,0.001084064,0.0006029963,0.001123036,0.001625783,0.001919111,0.001652657,0.005543978],"category_scores_gemma":[0.01074257,0.0004956613,0.0005423514,0.0008196599,0.001807625,0.002694411,0.003266819,0.001967103,0.0006977189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007102333,"about_ca_system_score_gemma":0.000985348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001342015,"about_ca_topic_score_gemma":0.001606722,"domain_scores_codex":[0.9991085,0.0003166366,0.00005541398,0.0001540825,0.000190485,0.0001748974],"domain_scores_gemma":[0.9908053,0.007125186,0.0003865469,0.000638716,0.0004094286,0.0006348586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007167113,0.0003113732,0.0005656602,0.0002158001,0.00003952039,0.0002311023,0.0005620963,0.5069848,0.01010658,0.3627987,0.003755306,0.1137123],"study_design_scores_gemma":[0.00004130805,0.00006312863,0.00006577128,0.000007657473,0.000008298374,0.00004386731,0.00005201126,0.8576182,0.001349398,0.1402164,0.0005222885,0.00001164252],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1720505,0.0003258793,0.8048527,0.000509797,0.0001174608,0.0001165805,0.00007062271,0.0003573554,0.02159919],"genre_scores_gemma":[0.9266405,0.0002234938,0.06276465,0.00007424576,0.00005224071,0.0002054074,0.00009298918,0.00009893145,0.009847685],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005543978,"threshold_uncertainty_score":0.01854646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01934791165347528,"score_gpt":0.2515927526661645,"score_spread":0.2322448410126893,"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."}}