{"id":"W3151230211","doi":"10.2307/1504743","title":"Structural Repair of Traditional Buildings","year":2001,"lang":"en","type":"article","venue":"APT Bulletin","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Architectural engineering; Forensic engineering; Engineering; Construction engineering; Civil engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000660627,0.00006083384,0.00007229107,0.00002659809,0.0001074488,0.0000341219,0.00007639133,0.00001488542,0.03263158],"category_scores_gemma":[0.00001318025,0.00004964109,0.00006748084,0.00001885649,0.00007136422,0.00007715618,0.00001979541,0.00004214383,0.00009137486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007114451,"about_ca_system_score_gemma":0.000001932016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003123261,"about_ca_topic_score_gemma":0.0000982261,"domain_scores_codex":[0.9995557,0.00001311513,0.0001342585,0.00009000298,0.0001201371,0.00008678785],"domain_scores_gemma":[0.9997796,0.00002997222,0.00004838814,0.00007487044,0.00005057199,0.00001663951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003114691,0.00001883064,0.0009890578,0.00002370122,0.00002688154,0.000004488802,0.003218,0.000006139669,0.00007605383,0.7720619,0.2219973,0.00154654],"study_design_scores_gemma":[0.0001451804,0.00004302379,0.003225896,0.00001120542,0.000009971108,0.000001398585,0.0006480543,0.0000709236,0.00001952275,0.004143382,0.9916079,0.00007356027],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.735422,0.000075064,0.000004918897,0.002279972,0.0002122919,0.00008953379,0.00001075711,0.00009078592,0.2618147],"genre_scores_gemma":[0.966802,0.000009970044,0.0002162119,0.000329339,0.0004721794,0.00000543307,0.00004762913,0.000005672671,0.03211156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7696106,"threshold_uncertainty_score":0.9682527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1110228406889942,"score_gpt":0.2204921243721913,"score_spread":0.1094692836831971,"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."}}