{"id":"W1508591347","doi":"","title":"Seismic retrofitting of deficient Canadian buildings","year":2009,"lang":"en","type":"dissertation","venue":"DSpace@MIT (Massachusetts Institute of Technology)","topic":"BIM and Construction Integration","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Retrofitting; Architectural engineering; Seismic retrofit; Engineering; Forensic engineering; Civil engineering; Construction engineering; Structural engineering; Reinforced concrete","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0001245081,0.0004535642,0.0006700985,0.00235796,0.0001226542,0.00002297979,0.0005357652,0.001486678,0.00003770816],"category_scores_gemma":[0.0001236283,0.0005080645,0.0002027484,0.001182307,0.0001916585,0.0001898878,0.0000167687,0.0008881275,0.00001566136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004000288,"about_ca_system_score_gemma":0.0003761974,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003784263,"about_ca_topic_score_gemma":0.04293353,"domain_scores_codex":[0.9980506,0.000009182259,0.0007587979,0.0003907745,0.0003159491,0.0004746465],"domain_scores_gemma":[0.998591,0.000009026361,0.0003877676,0.0005881598,0.0003089791,0.0001150892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008116139,0.0001419359,0.008641991,0.0023963,0.001213553,0.00006332574,0.001370843,0.02202528,0.0690143,0.08586298,0.02464817,0.7845402],"study_design_scores_gemma":[0.001352787,0.0003628393,0.007474043,0.003308113,0.0006616844,0.0001156489,0.002617073,0.00955344,0.3469172,0.004992482,0.6203056,0.002339153],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.956517,0.002940517,0.001102814,0.0006007533,0.0030211,0.0005023358,0.0001979918,0.0008269267,0.03429059],"genre_scores_gemma":[0.9929373,0.0002580345,0.005451407,0.0000218215,0.00005955391,0.00003203254,0.0003068128,0.00006296946,0.0008700339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.782201,"threshold_uncertainty_score":0.9998096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005632949883183466,"score_gpt":0.2079667219462892,"score_spread":0.2023337720631057,"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."}}