{"id":"W1966841075","doi":"10.1145/2598394.2598495","title":"CityBreeder","year":2014,"lang":"en","type":"article","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Process (computing); Evolutionary computation; Software engineering; Artificial intelligence; Programming language","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":[0.001066967,0.0008126542,0.0006145666,0.001564407,0.001476573,0.003265875,0.001489307,0.001197791,0.1232601],"category_scores_gemma":[0.003450299,0.0007648825,0.0008316811,0.001071039,0.0006428313,0.003394826,0.003997357,0.001390467,0.04462197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006424715,"about_ca_system_score_gemma":0.0011618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00370834,"about_ca_topic_score_gemma":0.007918413,"domain_scores_codex":[0.9992793,0.0001185261,0.00003406909,0.0001460563,0.0003552787,0.00006686079],"domain_scores_gemma":[0.9989486,0.0002010355,0.0000325676,0.0004670879,0.0002126374,0.0001380476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007555126,0.0002014543,0.001808217,0.00044885,0.00009524341,0.0002726825,0.001379343,0.009204786,0.01896596,0.08860219,0.2943462,0.5839196],"study_design_scores_gemma":[0.00007466698,0.00006131884,0.0005304859,0.00005446051,0.00002021643,0.0001678049,0.0001118689,0.01804427,0.009092902,0.009332621,0.9624452,0.00006409884],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.01394948,0.0008450571,0.4829655,0.0006940082,0.0004070119,0.0005329337,0.005567875,0.1507605,0.3442776],"genre_scores_gemma":[0.1106173,0.001151942,0.4704577,0.0005446721,0.00008315708,0.001041465,0.01934613,0.02128286,0.3754747],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.1232601,"threshold_uncertainty_score":0.4123461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002559232224171363,"score_gpt":0.1421287115173035,"score_spread":0.1395694792931321,"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."}}