{"id":"W3035625201","doi":"","title":"Recent Trends in Banknote Counterfeiting | Bulletin – March Quarter 2017","year":2017,"lang":"en","type":"article","venue":"Philadelphia Museum of Art Bulletin","topic":"Art History and Market Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Banknote; Quarter (Canadian coin); Computer science; History; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008867555,0.0003253593,0.0005844709,0.0004705605,0.0009638559,0.0002212202,0.0007437617,0.00009828536,0.05676105],"category_scores_gemma":[0.000158311,0.000318174,0.0002674018,0.00004233761,0.0006214523,0.0001621881,0.0002156211,0.0003508022,0.00124385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009240796,"about_ca_system_score_gemma":0.00002820739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006492799,"about_ca_topic_score_gemma":0.003148552,"domain_scores_codex":[0.9976888,0.0001345432,0.0007491531,0.0005136259,0.0003887854,0.000525057],"domain_scores_gemma":[0.9979926,0.0001278127,0.0005810562,0.0009954078,0.0001806944,0.0001224805],"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":[0.0002277896,0.0002281497,0.0001791563,0.00004857861,0.00008884425,0.00004378251,0.007450821,0.000008279114,0.00008695785,0.003247591,0.9866178,0.001772274],"study_design_scores_gemma":[0.0006229441,0.0001242331,0.001385451,0.0001366013,0.00006070779,0.000004452949,0.0006750179,0.00008624022,0.00002957507,0.00008687016,0.9964274,0.000360496],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00437657,0.0005791334,0.00001718165,0.693383,0.001127906,0.0002252549,0.0001070983,0.0001030541,0.3000808],"genre_scores_gemma":[0.9911864,0.0003405905,0.0001002871,0.0005450348,0.0006690125,0.00003399096,0.00004891779,0.00004108076,0.007034697],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9868098,"threshold_uncertainty_score":0.999927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04592899731793949,"score_gpt":0.2648973202763731,"score_spread":0.2189683229584336,"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."}}