{"id":"W2560129782","doi":"10.1680/jcien.16.00027","title":"Underground culture: Toledo station in Naples, Italy","year":2016,"lang":"en","type":"article","venue":"Proceedings of the Institution of Civil Engineers - Civil Engineering","topic":"Underground infrastructure and sustainability","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excavation; Architecture; Engineering; Archaeology; Quarter (Canadian coin); Civil engineering; History","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002905687,0.0003170063,0.0003806577,0.000317628,0.00004136309,0.00002621868,0.0004010453,0.0001848667,0.00003286693],"category_scores_gemma":[0.0003435024,0.0002272193,0.0001537347,0.0007795292,0.0001239408,0.0008814996,0.00006680824,0.0002496779,0.000001444018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000518447,"about_ca_system_score_gemma":0.00005988295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002416121,"about_ca_topic_score_gemma":0.0001285898,"domain_scores_codex":[0.9983292,0.00000459083,0.0006409588,0.0002385901,0.0003886426,0.0003980401],"domain_scores_gemma":[0.9993185,0.00006310859,0.0001207761,0.0001926477,0.0002242137,0.00008072962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000544978,0.0001070888,0.006850927,0.002766738,0.0002327038,0.000002190321,0.002035993,0.5580279,0.2894257,0.1352372,0.003706235,0.001552913],"study_design_scores_gemma":[0.01112526,0.0006973243,0.123592,0.00734181,0.0004537448,0.0001804232,0.003843711,0.2403708,0.4833206,0.05673486,0.06738077,0.004958658],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8631604,0.001065322,0.1090535,0.0003947206,0.001594884,0.000876628,0.00004845876,0.0006407584,0.02316534],"genre_scores_gemma":[0.9989129,0.00009672382,0.000739988,0.000008669283,0.00007098858,0.00002690607,0.000002374532,0.00004052808,0.0001009426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3176571,"threshold_uncertainty_score":0.9265735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004376000193917329,"score_gpt":0.1789788989818925,"score_spread":0.1746028987879751,"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."}}