{"id":"W7024609776","doi":"","title":"Seismic evaluation and retrofit of a precast concrete structure","year":2004,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Masonry and Concrete Structural Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Precast concrete; Seismic analysis; Shear (geology); Roof; Seismic retrofit; Seismic loading","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"],"consensus_categories":[],"category_scores_codex":[0.0003981344,0.0007227997,0.000901676,0.0003483389,0.0003231819,0.00005381977,0.0003590332,0.0008433577,0.0007761723],"category_scores_gemma":[0.0002344158,0.0007368324,0.0002921494,0.0005441875,0.0000591104,0.0004670385,0.00004756257,0.001098882,0.00001542623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004580107,"about_ca_system_score_gemma":0.00004849348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001708951,"about_ca_topic_score_gemma":0.0003420442,"domain_scores_codex":[0.9969966,0.0001765935,0.0008284932,0.0006984553,0.0008477897,0.0004520182],"domain_scores_gemma":[0.9983497,0.00007891144,0.0003877718,0.0005323123,0.0004413259,0.000210023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004933146,0.000008735325,0.0001478818,0.005440903,0.003093879,0.00004038424,0.0001322178,0.05774485,0.4345562,0.02328132,0.000008285431,0.475052],"study_design_scores_gemma":[0.006764621,0.0007095917,0.01284508,0.003449493,0.008238385,0.000226067,0.001358711,0.09149748,0.7763007,0.07908115,0.01288756,0.006641172],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796972,0.001103138,2.227912e-7,0.000004043931,0.0007051528,0.0005833718,0.001482922,0.0002015149,0.01622248],"genre_scores_gemma":[0.996559,0.0002954003,0.0003035385,0.00002566799,0.00005303373,0.00004245712,0.001798456,0.0001363132,0.0007861616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4684108,"threshold_uncertainty_score":0.9995083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009535671774594077,"score_gpt":0.2211431972513657,"score_spread":0.2116075254767716,"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."}}