{"id":"W1975552966","doi":"10.1126/science.1195252","title":"Looking Through the Paint Close Examination Fakes, Mistakes and Discoveries Marjorie E. Wieseman and Ashok Roy, Curators National Gallery, London. Through 12 September, 2010. www.nationalgallery.org.uk/ A Closer Look Deceptions and Discoveries by Marjorie E. Wieseman National Gallery, London, 2010. 96 pp. Paper, $15, £6.99. ISBN 9781857094862.","year":2010,"lang":"en","type":"article","venue":"Science","topic":"Conservation Techniques and Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Exhibition; Painting; Art; Art history; Visual arts; Art gallery; Media studies; Sociology","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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.002190465,0.0008926292,0.0006934554,0.0002372332,0.005443882,0.002508162,0.0008594154,0.0002347311,0.001908063],"category_scores_gemma":[0.001113597,0.0006974358,0.0001822642,0.0004959685,0.008768599,0.005923151,0.0007251676,0.0008327393,0.0000379609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001954372,"about_ca_system_score_gemma":0.0007046779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008638016,"about_ca_topic_score_gemma":0.01398657,"domain_scores_codex":[0.9936228,0.0002127493,0.001149744,0.00151355,0.002547665,0.0009534893],"domain_scores_gemma":[0.9953498,0.001187171,0.0006583398,0.0006565257,0.001899613,0.0002485638],"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":[0.00009997481,0.0003594903,0.0120814,0.0001715557,0.0001640968,0.000008947792,0.01977898,0.00001252899,0.004598106,0.419274,0.5420358,0.001415066],"study_design_scores_gemma":[0.001063305,0.0001890624,0.01986649,0.0001565802,0.00008537103,0.00007162739,0.008370827,0.0002078885,0.0009423542,0.06333331,0.9045394,0.00117375],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6047144,0.04037219,0.00468847,0.09292676,0.0101628,0.007096821,0.00595298,0.001720257,0.2323653],"genre_scores_gemma":[0.9346478,0.008862549,0.002018707,0.005301391,0.001339596,0.0007147791,0.0004389003,0.0001387547,0.04653754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3625036,"threshold_uncertainty_score":0.9995477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02482012121620596,"score_gpt":0.2536903860290559,"score_spread":0.2288702648128499,"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."}}