{"id":"W4392182188","doi":"","title":"Examining model qualities and their impact on digital twins","year":2023,"lang":"en","type":"article","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Digital Transformation in Industry","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Poul Due Jensens Fond","keywords":"Computer science","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":[0.007335059,0.000424689,0.0003838864,0.002045027,0.00174668,0.00722661,0.001035734,0.0009998427,0.03120218],"category_scores_gemma":[0.1449924,0.000268509,0.0007833865,0.002224792,0.001877218,0.006274054,0.003930532,0.001249101,0.001266938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004668849,"about_ca_system_score_gemma":0.00325532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02525557,"about_ca_topic_score_gemma":0.03282611,"domain_scores_codex":[0.9946871,0.002990181,0.0002548626,0.0003508976,0.001296119,0.0004208856],"domain_scores_gemma":[0.8598975,0.1092825,0.008619771,0.006719614,0.01224094,0.00323963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.005489213,0.002110906,0.7091728,0.0004815056,0.0002914807,0.001084138,0.0155768,0.01811982,0.00432593,0.1060519,0.003954652,0.1333409],"study_design_scores_gemma":[0.0005125485,0.002537527,0.5764511,0.0007014064,0.00124027,0.001031139,0.1425699,0.13757,0.02397598,0.08844111,0.02475763,0.0002112378],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.96338,0.0001433815,0.005073634,0.0007337116,0.00003238757,0.00009822262,0.0002333367,0.00007555491,0.03022992],"genre_scores_gemma":[0.9945188,0.00005766964,0.001998591,0.000030465,0.000003129957,0.00002433041,0.0001384331,0.00003844738,0.003190188],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03120218,"threshold_uncertainty_score":0.1043816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02861801641139963,"score_gpt":0.2409429428951112,"score_spread":0.2123249264837116,"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."}}