{"id":"W2802803714","doi":"","title":"When Machines Design Machines!: ICED11 Futurology Keynote","year":2011,"lang":"en","type":"article","venue":"Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)","topic":"Evolutionary Algorithms and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cochrane","funders":"","keywords":"Computer science; Engineering ethics; Engineering","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":[0.004437869,0.001098222,0.0007733083,0.001050473,0.00267157,0.009161646,0.001431388,0.004234214,0.08835648],"category_scores_gemma":[0.007906917,0.0006056897,0.0007502728,0.001104419,0.002008625,0.008059098,0.003066816,0.005337415,0.02289892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004087848,"about_ca_system_score_gemma":0.002242985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002986662,"about_ca_topic_score_gemma":0.006243563,"domain_scores_codex":[0.9980903,0.0005958576,0.00005970256,0.0003015668,0.0005966946,0.0003557834],"domain_scores_gemma":[0.9973117,0.001149391,0.00007509287,0.0003154649,0.0005726021,0.0005757741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001088035,0.00003494581,0.0000865811,0.00009600568,0.000009080974,0.00005351507,0.0001124236,0.0007629226,0.0002137506,0.09076662,0.847814,0.05994137],"study_design_scores_gemma":[0.00001933154,0.00002683232,0.0001922651,0.0001440339,0.000006600744,0.00005944489,0.0001387436,0.0007652139,0.0003870275,0.05322082,0.9450241,0.00001558003],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004012417,0.0546704,0.0266974,0.2351142,0.1698977,0.0000742691,0.001089368,0.001093616,0.5073507],"genre_scores_gemma":[0.07179601,0.02128617,0.01166793,0.01676449,0.03838195,0.000138207,0.001426164,0.001343459,0.8371956],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08835648,"threshold_uncertainty_score":0.2955819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02394983062227794,"score_gpt":0.2075804330920825,"score_spread":0.1836306024698046,"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."}}