{"id":"W4286425653","doi":"10.3138/flor-2022-0003","title":"The Album and the Scrapbook","year":2022,"lang":"en","type":"article","venue":"Florilegium","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Extant taxon; Art; Checklist; Calligraphy; Focus (optics); Art history; History; Psychology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009993755,0.0003141488,0.0001408345,0.002077432,0.004268334,0.004549756,0.0006496056,0.0005722754,0.02242139],"category_scores_gemma":[0.00300637,0.0001627141,0.0001209337,0.00133996,0.005917472,0.002532296,0.002773949,0.001123165,0.002668803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0018633,"about_ca_system_score_gemma":0.001236834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009030216,"about_ca_topic_score_gemma":0.02553811,"domain_scores_codex":[0.9991369,0.0003511269,0.00003926641,0.0001022446,0.0002688782,0.0001016661],"domain_scores_gemma":[0.9983253,0.0006367628,0.000176703,0.0003949763,0.000212339,0.0002539245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000201025,0.00006234043,0.00667061,0.0005344469,0.0000120505,0.003300387,0.1065951,0.0002386726,0.003621691,0.2776771,0.109176,0.4919106],"study_design_scores_gemma":[0.000002356457,0.0000291364,0.004625822,0.0001952708,0.000002704721,0.0006879444,0.01083176,0.00002376259,0.000549624,0.002250269,0.9807921,0.000009237085],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1953251,0.02129667,0.0085848,0.0115465,0.002727496,0.0001537137,0.000626848,0.0006059399,0.7591328],"genre_scores_gemma":[0.5396338,0.005481476,0.00992447,0.001689613,0.0008380194,0.00006890596,0.0003371543,0.0004393666,0.4415872],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02242139,"threshold_uncertainty_score":0.07500702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02383631716721064,"score_gpt":0.1839838862009282,"score_spread":0.1601475690337176,"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."}}