{"id":"W4382364271","doi":"10.1525/jsah.2023.82.2.110","title":"Tribute to Pauline Saliga","year":2023,"lang":"en","type":"article","venue":"Journal of the Society of Architectural Historians","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Tribute; Art; Archaeology; Art history; History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002178118,0.00007819731,0.0001938748,0.00005200052,0.0007589215,0.00001663691,0.0008577982,0.00005253976,0.00003405672],"category_scores_gemma":[0.0002603893,0.00005433732,0.0006286961,0.0006921446,0.0001341226,0.00004735108,0.000137571,0.0005025545,0.0000131803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002641326,"about_ca_system_score_gemma":0.0001652628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001080048,"about_ca_topic_score_gemma":0.0006507885,"domain_scores_codex":[0.9983386,0.0004421651,0.0002970086,0.00006251962,0.0006302586,0.0002294451],"domain_scores_gemma":[0.9989064,0.0002903581,0.0002955124,0.0002105552,0.0001834969,0.0001136161],"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":[0.00008211824,0.00007717357,0.0009147618,0.00004799743,0.0002497535,0.000003104715,0.4406602,0.005292771,0.003941894,0.0002971368,0.5286893,0.01974376],"study_design_scores_gemma":[0.0003042049,0.0001345788,0.003237612,0.00008262858,0.00004340519,0.000004753659,0.02011921,0.00002344054,0.0001851206,0.0009956071,0.9747823,0.00008712466],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.792686,0.0001963947,0.0002458128,0.201913,0.003117859,0.0001598962,0.00000814797,0.00006178374,0.00161102],"genre_scores_gemma":[0.9788089,0.0001308908,0.002762707,0.00133993,0.0013543,0.000002047369,0.000001213573,0.00001679974,0.0155832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.446093,"threshold_uncertainty_score":0.5837088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03106700707885399,"score_gpt":0.3119482930780464,"score_spread":0.2808812859991924,"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."}}