{"id":"W4385507389","doi":"10.1007/978-3-031-38821-7_1","title":"A Digital Twin Description Framework and Its Mapping to Asset Administration Shell","year":2023,"lang":"en","type":"book-chapter","venue":"Communications in computer and information science","topic":"Digital Transformation in Industry","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Université de Montréal; Polytechnique Montréal","funders":"","keywords":"Scope (computer science); Asset (computer security); Computer science; Pace; Scale (ratio); Checklist; Process management; Knowledge management; Data science; Systems engineering; Engineering management; Engineering; Computer security; Geography; Cartography","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":[0.00217386,0.0006170427,0.0004819976,0.00205969,0.001525197,0.007572842,0.002013481,0.001377808,0.01980704],"category_scores_gemma":[0.004813762,0.0008852434,0.001120842,0.003093403,0.002438657,0.01156688,0.004285674,0.002721823,0.006153231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002040039,"about_ca_system_score_gemma":0.002995576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01141454,"about_ca_topic_score_gemma":0.006949611,"domain_scores_codex":[0.9984797,0.0003739429,0.0001590312,0.0002200048,0.0006014715,0.0001659216],"domain_scores_gemma":[0.998705,0.0002978981,0.00005768914,0.0005092241,0.0003380721,0.00009197482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001675589,0.00001752105,0.0001174046,0.00003958216,0.000003994215,0.00006611685,0.0002485025,0.002016722,0.0005113492,0.9543219,0.006977846,0.03566223],"study_design_scores_gemma":[0.00001031627,0.00002107727,0.000147373,0.0001321413,0.00002286766,0.0003131884,0.0004112959,0.04539948,0.003621728,0.4775403,0.4723489,0.00003141842],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00291957,0.0003414681,0.9272984,0.0007661057,0.0002103335,0.0001104408,0.0005829864,0.00273271,0.06503801],"genre_scores_gemma":[0.1368269,0.001729271,0.7625675,0.000599494,0.0001627339,0.0003377676,0.002836087,0.003342872,0.09159743],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01980704,"threshold_uncertainty_score":0.06626117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0781508561469355,"score_gpt":0.280552306480442,"score_spread":0.2024014503335065,"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."}}