{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001465492,0.00002054948,0.00001858447,0.00001074605,0.000008229585,0.00000366387,0.00002199127,0.000007039565,0.00009547019],"category_scores_gemma":[0.000001606572,0.00001698864,0.000007899111,0.00001915346,0.000002451519,0.000009472807,0.000002482311,0.00001725592,0.0001620428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001644609,"about_ca_system_score_gemma":4.899192e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.362809e-7,"about_ca_topic_score_gemma":6.211058e-7,"domain_scores_codex":[0.9998918,0.000002347336,0.00002185454,0.00002100886,0.00002668232,0.00003633076],"domain_scores_gemma":[0.9999372,0.00001758672,8.409496e-7,0.00002844574,0.000003094959,0.00001277928],"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":[0.000001296127,0.000005545951,0.000332812,0.00001481204,0.00002047085,7.030503e-7,0.0001177716,0.5491931,0.003558337,0.166039,0.05870838,0.2220078],"study_design_scores_gemma":[0.00009678509,0.00001612538,0.01076148,0.000001970941,0.000002191663,0.00000464731,0.00000299165,0.806048,0.00167431,0.08884119,0.09243088,0.0001193804],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00750155,0.00000575878,0.7196552,0.00003824229,0.00003841271,0.000007715212,4.286405e-8,0.0001574521,0.2725956],"genre_scores_gemma":[0.9946654,2.123428e-7,0.004748394,0.0001718159,0.00005004126,9.992438e-7,5.257965e-7,0.000003715876,0.0003588493],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9871639,"threshold_uncertainty_score":0.2082787,"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."}}