{"id":"W2081411114","doi":"10.1139/l09-098","title":"Total expected cost design method for reinforced concrete members based on current Canadian code provisions","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"University of Saskatchewan","keywords":"Slab; Context (archaeology); Structural engineering; Reinforced concrete; Reliability (semiconductor); Life-cycle cost analysis; Corrosion; Design methods; Computer science; Civil engineering; Environmental science; Engineering; Reliability engineering; Materials science; Geology; Mechanical engineering; Composite material","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.001690823,0.00132046,0.0005962367,0.001691898,0.0005104121,0.001102171,0.002787955,0.0006353205,0.0139705],"category_scores_gemma":[0.003161976,0.000633133,0.001067659,0.001088937,0.0003864219,0.0006138824,0.0005234363,0.001268258,0.002646457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006299077,"about_ca_system_score_gemma":0.009406509,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1384622,"about_ca_topic_score_gemma":0.195766,"domain_scores_codex":[0.9981547,0.0002863916,0.00005265014,0.0001120135,0.001281596,0.0001126452],"domain_scores_gemma":[0.9989263,0.0002045364,0.00006961003,0.00006619748,0.0007100386,0.00002316922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004087849,0.00005058445,0.0004865247,0.0002004456,0.00002327556,0.00005061225,0.0000813996,0.8277931,0.003748648,0.05165984,0.01093415,0.1049306],"study_design_scores_gemma":[0.00003649425,0.00007857031,0.000734638,0.00005180675,0.00003527799,0.00007279064,0.00003990059,0.9529694,0.002400722,0.007084697,0.03645626,0.00003939367],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003041513,0.00008496269,0.9745334,0.00006520021,0.00003932756,0.0004414544,0.0006337355,0.0004081295,0.02075226],"genre_scores_gemma":[0.1465261,0.000470336,0.8076979,0.0001292003,0.0000334816,0.002399697,0.001721113,0.000852784,0.04016948],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8615378,"threshold_uncertainty_score":0.2753125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02080296058601749,"score_gpt":0.245800957252641,"score_spread":0.2249979966666235,"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."}}