{"id":"W2349180980","doi":"","title":"Protective retrofit in administration building of West China Hospital of Sichuan University","year":2006,"lang":"en","type":"article","venue":"","topic":"Geomechanics and Mining Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Retrofitting; Ceiling (cloud); Roof; Architectural engineering; China; Brick; Engineering; Administration (probate law); Frame (networking); Civil engineering; Forensic engineering; Structural engineering; Geography; Political science; Mechanical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0000493407,0.00005419149,0.00009086771,0.00009018923,0.000005983239,0.000002013666,0.00004784513,0.00003788133,0.000008813771],"category_scores_gemma":[0.000006078965,0.00006238432,0.00002153473,0.0001548405,0.000005559627,0.00005628423,0.00001026394,0.00005852126,4.041207e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003531648,"about_ca_system_score_gemma":0.000007804779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002455213,"about_ca_topic_score_gemma":0.0001145635,"domain_scores_codex":[0.9997053,0.00000276258,0.0001010343,0.00005989183,0.00005238304,0.00007868298],"domain_scores_gemma":[0.9998829,0.000006580517,0.00002141036,0.00006299302,0.00001516781,0.00001095479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003046789,0.0001813409,0.008506884,0.0004860887,0.00005488554,0.00002798358,0.0006990845,0.3685706,0.498758,0.1200017,0.00009735034,0.002585705],"study_design_scores_gemma":[0.0009258628,0.0004636919,0.2807913,0.0001827541,0.00001806183,0.00000317907,0.0004735302,0.1738227,0.5413209,0.001407863,0.0001776492,0.0004124668],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9545901,0.00001058422,0.04244284,0.000007600325,0.00005285084,0.0000899091,0.000004416253,0.00004869063,0.002752976],"genre_scores_gemma":[0.9977037,0.000001417166,0.002241793,1.272044e-7,0.000009346471,7.275813e-7,0.000002170147,0.000007330812,0.00003339841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2722844,"threshold_uncertainty_score":0.2543959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.001915016826115768,"score_gpt":0.1490656132315613,"score_spread":0.1471505964054455,"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."}}