{"id":"W4402508383","doi":"10.1162/artl_a_00451","title":"Self-Reproduction and Evolution in Cellular Automata: 25 Years After Evoloops","year":2024,"lang":"en","type":"review","venue":"Artificial Life","topic":"Cellular Automata and Applications","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Cellular automaton; Computer science; Darwinism; Artificial life; Natural selection; Reproduction; Selection (genetic algorithm); Variation (astronomy); Automaton; Cognitive science; Artificial intelligence; Data science; Biology; Evolutionary biology; Ecology","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":[0.001232509,0.0008068736,0.001134788,0.001645109,0.0004780286,0.001903777,0.0009206175,0.001861841,0.002140699],"category_scores_gemma":[0.002408069,0.0004390845,0.0005575657,0.00313551,0.001237679,0.003316529,0.001150575,0.002917178,0.00194848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001332282,"about_ca_system_score_gemma":0.001452722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001683617,"about_ca_topic_score_gemma":0.001588801,"domain_scores_codex":[0.9995748,0.00009854864,0.00004951897,0.00007695225,0.0001594795,0.00004061218],"domain_scores_gemma":[0.9987358,0.0007712584,0.00007472776,0.00004247793,0.0003080356,0.00006761754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007147893,0.00005649457,0.0002783839,0.006464984,0.0000638872,0.0002153949,0.0003170226,0.001248415,0.001109364,0.06083113,0.02802494,0.9013185],"study_design_scores_gemma":[0.000006208125,0.00006842743,0.0003246279,0.00234043,0.00003633134,0.0003798637,0.00008958643,0.0003478035,0.0007486108,0.01512327,0.9805088,0.00002600766],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001792865,0.996501,0.0006417087,0.0008417174,0.0004989441,0.000003047228,0.000007257988,0.00001026475,0.001316803],"genre_scores_gemma":[0.002729969,0.9930938,0.0007342316,0.0009107519,0.0007932481,0.000009652064,0.0000291758,0.00001247008,0.001686702],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002140699,"threshold_uncertainty_score":0.009666443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02361886774191024,"score_gpt":0.2793689518984342,"score_spread":0.2557500841565239,"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."}}