{"id":"W2795799513","doi":"10.2307/1504803","title":"New Consolidants for Historic Plaster: Studies at the Knickerbocker Mansion in Upstate New York","year":2002,"lang":"en","type":"article","venue":"APT Bulletin","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Plaster Casts; History; Archaeology; Art; Medicine; Dentistry","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":["insufficient_payload"],"category_scores_codex":[0.000115266,0.0001303056,0.0001470083,0.00003615861,0.0002823652,0.00008005741,0.0001338021,0.00002380494,0.01185635],"category_scores_gemma":[0.00003198374,0.0000843205,0.00005869687,0.00003153499,0.00005284708,0.00005914895,0.00008391034,0.00006611286,0.0009843225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007382808,"about_ca_system_score_gemma":0.000003552467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007593163,"about_ca_topic_score_gemma":0.005055636,"domain_scores_codex":[0.9992608,0.00003326464,0.0002091402,0.0001758873,0.0001205985,0.0002002911],"domain_scores_gemma":[0.9995533,0.0001558655,0.00007436474,0.0001501898,0.00003255338,0.0000337206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003544155,0.00001148017,0.00008113298,0.00002433939,0.00002576063,0.000001971414,0.02930849,0.000006412643,0.000008427454,0.00620543,0.9566379,0.007653262],"study_design_scores_gemma":[0.0006418209,0.00005281468,0.0000887696,0.00004328944,0.00002267229,5.106266e-7,0.003245957,0.00006288036,0.00001325853,0.0009567727,0.9947459,0.0001254136],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3010585,0.06404331,0.0001034709,0.2402556,0.006566367,0.004699105,0.00005807829,0.0004715547,0.382744],"genre_scores_gemma":[0.1035484,0.0003314323,0.0001326795,0.001106193,0.000618415,0.00003582684,0.00001461331,0.00001739103,0.894195],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.511451,"threshold_uncertainty_score":0.9997935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2251572454011879,"score_gpt":0.2503063698812012,"score_spread":0.02514912448001327,"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."}}