{"id":"W4385602293","doi":"10.1007/978-3-031-34159-5_5","title":"CSA S16:24—Changes to Concrete-Filled HSS","year":2023,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Dalhousie University","funders":"","keywords":"Eurocode; Structural engineering; Section (typography); Engineering; Forensic engineering; Computer science","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":[0.0009644369,0.0006107338,0.000391029,0.001021312,0.0008858981,0.001982481,0.001800561,0.001316383,0.1173741],"category_scores_gemma":[0.001585315,0.0003774707,0.0005880486,0.0009715706,0.001075643,0.00176682,0.001594433,0.001354105,0.04182956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001541117,"about_ca_system_score_gemma":0.002155696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01082269,"about_ca_topic_score_gemma":0.01374612,"domain_scores_codex":[0.9991078,0.0001086313,0.0000418749,0.0001159115,0.0005297061,0.0000960377],"domain_scores_gemma":[0.9992251,0.00004459997,0.00002185119,0.0001578925,0.0003993296,0.0001512369],"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":[0.0002576461,0.0002510646,0.0003678676,0.0002837878,0.00001226918,0.0002812829,0.0005550616,0.004896173,0.01354613,0.1193093,0.5120609,0.3481786],"study_design_scores_gemma":[0.000007467701,0.00003978148,0.000334074,0.00003657963,0.00000240549,0.00007829626,0.00006210282,0.0004725978,0.001545316,0.003234968,0.9941756,0.00001081325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01559361,0.001345917,0.0372063,0.003454183,0.009758156,0.0002623173,0.003090003,0.006247248,0.9230422],"genre_scores_gemma":[0.04407232,0.00105185,0.02533064,0.0008458046,0.0008271695,0.0001004091,0.00201192,0.002385568,0.9233743],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1173741,"threshold_uncertainty_score":0.3926557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01243454176833189,"score_gpt":0.2017328613721384,"score_spread":0.1892983196038066,"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."}}