{"id":"W4386815052","doi":"10.52842/conf.ecaade.2023.1.001","title":"eCAADe 2023 Digital Design Reconsidered - Volume 1","year":2023,"lang":"en","type":"article","venue":"eCAADe proceedings","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universität Innsbruck; Universität Stuttgart; Istanbul Teknik Üniversitesi; Universidade do Porto; Universidade de São Paulo; Technische Universität Wien; Bauhaus-Universität Weimar; Nanchang University; Technische Universität München; KU Leuven; Università degli Studi di Torino; Universidad de Chile; Carnegie Mellon University; National University of Singapore; Eidgenössische Technische Hochschule Zürich; Chalmers Tekniska Högskola; Hague University of Applied Sciences; University of Texas at San Antonio; TU Graz, Internationale Beziehungen und Mobilitätsprogramme; Université Laval; Texas Tech University","keywords":"Volume (thermodynamics); Computer science; Physics; Thermodynamics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002800191,0.0008586048,0.0004919889,0.001413798,0.00303767,0.01461237,0.001744823,0.006414358,0.1519897],"category_scores_gemma":[0.003992766,0.0003768591,0.0007194154,0.001883049,0.003492635,0.005345867,0.004023707,0.005494898,0.05602922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005593239,"about_ca_system_score_gemma":0.005753628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008484971,"about_ca_topic_score_gemma":0.016416,"domain_scores_codex":[0.9975644,0.0005823537,0.0001204052,0.00032187,0.001091747,0.0003192029],"domain_scores_gemma":[0.9982323,0.0003138075,0.00005567986,0.000347002,0.000677861,0.0003733781],"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":[0.00003376921,0.00004067626,0.0001213167,0.0001770202,0.000006057893,0.0001389837,0.0002689244,0.0002977494,0.0003070231,0.1224334,0.7901741,0.08600099],"study_design_scores_gemma":[0.000001119706,0.00000331356,0.00004039889,0.00008286366,8.857147e-7,0.00003667429,0.00006554004,0.00002885032,0.000041913,0.002752987,0.9969431,0.000002326366],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001429172,0.04408973,0.004074809,0.05598331,0.05262908,0.00005397308,0.0004795644,0.000494165,0.8407663],"genre_scores_gemma":[0.01191639,0.01252589,0.002816848,0.008052318,0.003209384,0.00005525681,0.0004620035,0.00045902,0.960503],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1519897,"threshold_uncertainty_score":0.5084561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02099711353895324,"score_gpt":0.1984037000353963,"score_spread":0.177406586496443,"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."}}