{"id":"W2807014630","doi":"10.1680/jenhh.18.00002","title":"Life safety in heritage structures in Canada","year":2018,"lang":"en","type":"article","venue":"Proceedings of the Institution of Civil Engineers - Engineering History and Heritage","topic":"Cassava research and cyanide","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Safety Canada","funders":"","keywords":"Architectural engineering; Cultural heritage; Industrial heritage; Subject (documents); Environmental planning; Engineering; Environmental resource management; Forensic engineering; Business; Risk analysis (engineering); Cultural heritage management; Computer science; Political science; Geography; Law; Environmental science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001737538,0.000109357,0.0001846513,0.00003818984,0.00003361973,0.000005403623,0.0002014989,0.00005343748,0.00007019669],"category_scores_gemma":[0.0002481468,0.00005581846,0.00003507714,0.0002501551,0.0001094796,0.000142409,0.00005382182,0.0001652574,1.806615e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004050953,"about_ca_system_score_gemma":0.0001404078,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.096259,"about_ca_topic_score_gemma":0.4807853,"domain_scores_codex":[0.9992167,0.000003893092,0.0002458825,0.0001385265,0.0001967146,0.0001982764],"domain_scores_gemma":[0.9997271,0.00003261472,0.00005992043,0.00002930678,0.000057685,0.00009338276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001996135,0.00006543585,0.03803654,0.0005106484,0.00002759256,0.00000603487,0.00109305,0.002336011,0.9353616,0.01874616,0.002262852,0.001354453],"study_design_scores_gemma":[0.0006952651,0.0001992152,0.9068533,0.0003796523,0.00001076264,0.00001196484,0.001449881,0.005069676,0.01220759,0.0001273161,0.07255663,0.0004387728],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972953,0.0006370927,0.000002790392,0.0001412187,0.000196957,0.0001206599,0.00001298705,0.00001413803,0.001578893],"genre_scores_gemma":[0.9997519,0.00005295674,0.00004684158,0.00003281426,0.00005917636,0.000005159678,0.000001124371,0.000001452937,0.0000485943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.923154,"threshold_uncertainty_score":0.9097591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0092940199045438,"score_gpt":0.164963322693527,"score_spread":0.1556693027889832,"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."}}