{"id":"W1856299576","doi":"10.1002/stco.201350005","title":"Modern steel design and construction in Canada’s oil sands industry","year":2014,"lang":"en","type":"article","venue":"Steel Construction","topic":"Structural Integrity and Reliability Analysis","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oil sands; Engineering; Construction engineering; Petroleum industry; Fossil fuel; Civil engineering; Architectural engineering; Forensic engineering; Waste management; Geography; Environmental engineering; Archaeology; Asphalt","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001055328,0.0004103195,0.0001636122,0.001607789,0.002415291,0.001959245,0.000778715,0.0008787647,0.004573113],"category_scores_gemma":[0.0009329448,0.0004662919,0.0002817656,0.001249287,0.002273265,0.0004353794,0.0008948411,0.0005791346,0.0007194143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0230867,"about_ca_system_score_gemma":0.01985325,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7299092,"about_ca_topic_score_gemma":0.8824883,"domain_scores_codex":[0.9985816,0.000149948,0.00003618595,0.00009970133,0.0009312438,0.0002013206],"domain_scores_gemma":[0.9990774,0.00007002556,0.00007055795,0.00005115587,0.0006504295,0.00008045255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002772209,0.0001855064,0.02680974,0.0003420838,0.0000526929,0.0008772674,0.003210408,0.3713117,0.03171904,0.2103328,0.02738266,0.3274989],"study_design_scores_gemma":[0.00007631746,0.0004957264,0.07655652,0.0003007332,0.00006369488,0.0007310449,0.006500816,0.3565673,0.0272803,0.06940401,0.4617487,0.0002748418],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4770316,0.004572123,0.2317806,0.00533343,0.0002303987,0.0002914393,0.0008740376,0.001238514,0.2786478],"genre_scores_gemma":[0.8769057,0.0009703752,0.05756964,0.0001874305,0.00002012343,0.0000435672,0.0003155263,0.0001058323,0.06388175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2700908,"threshold_uncertainty_score":0.5433629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009702509294287488,"score_gpt":0.1895507564266797,"score_spread":0.1798482471323922,"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."}}