{"id":"W2164246719","doi":"10.1109/cec.2009.4983100","title":"Robustness in evolved grid structures","year":2009,"lang":"en","type":"article","venue":"","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Robustness (evolution); Polyomino; Computer science; Grid; Artificial intelligence; Mathematics; Biology; Regular polygon","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":[0.0003602878,0.0002685614,0.0003307923,0.0004889863,0.0005172626,0.001142288,0.0005739388,0.0005485793,0.001640131],"category_scores_gemma":[0.00314669,0.0002347991,0.0004354211,0.000296662,0.0007713807,0.000868928,0.001120858,0.0005166723,0.000227344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000935356,"about_ca_system_score_gemma":0.0003451885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001386239,"about_ca_topic_score_gemma":0.0009163212,"domain_scores_codex":[0.9997271,0.00005787664,0.00001736074,0.00007446299,0.00006389726,0.0000593223],"domain_scores_gemma":[0.999083,0.0003121284,0.0001469787,0.0002473122,0.0001118972,0.00009863401],"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":[0.0003298998,0.0001059145,0.01746662,0.0001356096,0.0001241422,0.0006095504,0.0004450053,0.8144168,0.09520044,0.0355592,0.0007663918,0.03484039],"study_design_scores_gemma":[0.00005549304,0.0003964315,0.008913731,0.00002944039,0.0000553212,0.0005074892,0.0003475835,0.9303127,0.02682528,0.02737358,0.005124012,0.00005890125],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687755,0.0001091811,0.0269512,0.0001029105,0.00002376766,0.00001750895,0.0001000611,0.0001664744,0.003753499],"genre_scores_gemma":[0.9862207,0.00006462329,0.01217742,0.00002748764,0.000003387811,0.00002752009,0.000194921,0.00006277103,0.00122113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001640131,"threshold_uncertainty_score":0.006786525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00522707571350951,"score_gpt":0.2414497087958291,"score_spread":0.2362226330823196,"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."}}