{"id":"W4388836598","doi":"10.17762/de.vol2023iss1.9869","title":"Retracted","year":2023,"lang":"en","type":"article","venue":"Design Engineering","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003695603,0.00009477554,0.00008381315,0.0002519648,0.00002282065,0.00002205654,0.000106318,0.00006033038,0.00005428828],"category_scores_gemma":[0.0002417595,0.0001050466,0.00002732643,0.001146449,0.000004589739,0.00009933391,0.00001966533,0.0001513318,0.01333384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000452964,"about_ca_system_score_gemma":0.00001008734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002666105,"about_ca_topic_score_gemma":1.227097e-7,"domain_scores_codex":[0.9992998,0.00001371366,0.00009796509,0.000129632,0.0001617,0.0002972509],"domain_scores_gemma":[0.9996149,0.0001110539,0.00001357034,0.0001757049,0.00002002432,0.00006476233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00000550917,0.000004847021,0.00009692559,0.00001141936,0.00001815981,0.00007401626,0.0001073778,0.3133622,0.6664802,0.0004201414,0.01908097,0.0003382306],"study_design_scores_gemma":[0.0002300608,0.00001946827,0.03033786,0.000028174,0.000009438458,0.00001265816,0.000009217386,0.9121994,0.04508664,0.00004954997,0.01174344,0.0002741033],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4226395,0.00009135781,0.5514586,0.0001043807,0.001186989,0.0005948456,0.00002623414,0.02093961,0.002958521],"genre_scores_gemma":[0.9914438,0.000002767315,0.007879598,0.000007361416,0.0001169568,0.00002514407,0.00001427595,0.0001182241,0.000391898],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6213936,"threshold_uncertainty_score":0.9874344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04324123197582976,"score_gpt":0.2277733788569557,"score_spread":0.184532146881126,"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."}}