{"id":"W4367294183","doi":"10.14311/app.2022.38.0630","title":"Rescue of a stone bridge with respect to current condition and standards","year":2022,"lang":"en","type":"article","venue":"Acta Polytechnica CTU Proceedings","topic":"Civil and Structural Engineering Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Masonry; Demolition; Bridge (graph theory); Arch; Carbon footprint; Civil engineering; Principal (computer security); Architectural engineering; Engineering; Span (engineering); Arch bridge; Forensic engineering; Greenhouse gas; Computer science; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003127144,0.0001434309,0.0001974839,0.0002362714,0.00009407446,0.00002936174,0.0001922494,0.00002856777,0.00006575813],"category_scores_gemma":[0.00007655765,0.0001313577,0.00002655615,0.0004910969,0.00004866032,0.0001097774,0.00016505,0.0003662347,4.928351e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002432042,"about_ca_system_score_gemma":0.00004348531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002428699,"about_ca_topic_score_gemma":0.000005050161,"domain_scores_codex":[0.9986508,0.000003352979,0.000172937,0.0002057935,0.0006971131,0.0002700401],"domain_scores_gemma":[0.9995901,0.00002036865,0.00002185119,0.0001158453,0.0001370292,0.0001148336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008048604,0.00007988804,0.001164764,0.001345516,0.0001639711,0.00001796134,0.002694555,0.00493812,0.8838869,0.007807679,0.05979048,0.03730529],"study_design_scores_gemma":[0.004296978,0.005576547,0.2732916,0.0008886523,0.0001651187,0.000892445,0.0008567666,0.01924243,0.1982903,0.001235854,0.4926448,0.002618572],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971878,0.0004177779,0.0001914975,0.00022732,0.00006309074,0.0003148961,0.0001690971,0.0003155492,0.001112966],"genre_scores_gemma":[0.9994712,0.00007242335,0.0002445511,0.000009175967,0.00003505478,0.00009627558,0.000005541539,0.00003532847,0.00003043578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6855966,"threshold_uncertainty_score":0.5356612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01017770306937861,"score_gpt":0.2640211777582809,"score_spread":0.2538434746889023,"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."}}