{"id":"W4207042431","doi":"10.1515/9783110723731-202","title":"Acknowledgements","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005151359,0.001332721,0.001332473,0.0028928,0.002859677,0.005690597,0.002935745,0.001969669,0.3519025],"category_scores_gemma":[0.0316565,0.0004826282,0.0009976556,0.002476292,0.001256254,0.00430626,0.005480374,0.004099053,0.321013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003288058,"about_ca_system_score_gemma":0.004408962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002946923,"about_ca_topic_score_gemma":0.003794079,"domain_scores_codex":[0.9916398,0.001455271,0.0005480847,0.001389083,0.004509373,0.0004584997],"domain_scores_gemma":[0.9749286,0.003042792,0.000875969,0.002235617,0.01606473,0.002852413],"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":[0.00004360518,0.00001767276,0.0003446095,0.0002409817,0.00000877801,0.0002027877,0.0006697031,0.00009038056,0.0003798883,0.01091339,0.9455467,0.04154157],"study_design_scores_gemma":[0.000003242471,0.00000471603,0.0001427552,0.0001066954,0.000002566647,0.0001183231,0.0002463655,0.00003237525,0.00008257012,0.001567163,0.9976877,0.000005606399],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003824422,0.01400314,0.03323701,0.08803393,0.115433,0.001240832,0.03709019,0.007177538,0.69996],"genre_scores_gemma":[0.01580788,0.006653773,0.01776455,0.02412485,0.01024613,0.0010745,0.02840873,0.005319083,0.8906005],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6480975,"threshold_uncertainty_score":0.9244325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01232710885285463,"score_gpt":0.1946306997568222,"score_spread":0.1823035909039676,"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."}}