{"id":"W4318220188","doi":"10.1007/978-3-031-11085-6_6","title":"Infrastructure","year":2023,"lang":"en","type":"book-chapter","venue":"Simulation foundations, methods and applications","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"High-level architecture; Section (typography); Computer science; Resource (disambiguation); Architecture; Best practice; Software engineering; Knowledge management; World Wide Web; Interoperability; Political science; Geography; Operating system; Computer network; Archaeology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009791497,0.0009642499,0.0004903416,0.002218435,0.001309042,0.004218782,0.002472206,0.001260706,0.5385348],"category_scores_gemma":[0.003809561,0.0005147816,0.000482169,0.002432741,0.000449376,0.005410153,0.004366402,0.001233266,0.4480926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001333996,"about_ca_system_score_gemma":0.003092288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005352291,"about_ca_topic_score_gemma":0.005483863,"domain_scores_codex":[0.998915,0.0001518759,0.0000511759,0.0002275204,0.0004544611,0.0002000845],"domain_scores_gemma":[0.9976189,0.000241004,0.00008514924,0.0007784128,0.0009095865,0.0003670084],"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":[0.00008545864,0.00007040498,0.0003796436,0.0002383224,0.00001047976,0.00008771824,0.0001710261,0.0006772515,0.00127197,0.07451843,0.7531566,0.1693326],"study_design_scores_gemma":[0.000006161258,0.00000851811,0.0001262576,0.00003148954,0.000003957884,0.00004463094,0.00005596437,0.0004049644,0.0003707318,0.005516344,0.9934253,0.000005705388],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001280653,0.0003658392,0.02842677,0.001888319,0.0005601106,0.0002734276,0.006793708,0.01443712,0.9459741],"genre_scores_gemma":[0.01578147,0.0007820883,0.01330547,0.001186792,0.0002715987,0.0003659029,0.01380432,0.003187153,0.9513151],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4614652,"threshold_uncertainty_score":0.658224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1988398454143507,"score_gpt":0.5286475167434296,"score_spread":0.3298076713290789,"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."}}