{"id":"W3036192158","doi":"","title":"Abstract for Australian Banknotes: Assisting People with Vision Impairment | Bulletin – March Quarter 2015","year":2015,"lang":"en","type":"article","venue":"Philadelphia Museum of Art Bulletin","topic":"Currency Recognition and Detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Optometry; Medicine; Advertising; Gerontology; Geography; Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002505439,0.00102094,0.0008030319,0.001320611,0.003045251,0.003602384,0.001145528,0.003748557,0.2209822],"category_scores_gemma":[0.004979108,0.0004432829,0.0004704001,0.0006296425,0.0007018345,0.002153093,0.002660738,0.003308722,0.08890454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001344981,"about_ca_system_score_gemma":0.004559105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02610688,"about_ca_topic_score_gemma":0.06737178,"domain_scores_codex":[0.9988747,0.0001344563,0.00006724269,0.00008664942,0.0005658566,0.0002710868],"domain_scores_gemma":[0.9941169,0.0005066522,0.0002232515,0.0001453342,0.00319339,0.001814407],"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":[0.00003564609,0.0000484296,0.0003014032,0.00004989707,0.000001682305,0.0000431936,0.0000454585,0.000014022,0.00009966246,0.00006867374,0.9840382,0.0152537],"study_design_scores_gemma":[0.00002799346,0.0001240542,0.007445022,0.0002089799,0.000008999388,0.00008149479,0.0004679814,0.0001608807,0.0002210503,0.0001727304,0.9910651,0.00001574893],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01563246,0.01383376,0.003498579,0.2386465,0.1500245,0.002913516,0.006364605,0.00339523,0.5656909],"genre_scores_gemma":[0.01480324,0.003324488,0.001035339,0.01171398,0.01056393,0.0003116826,0.001690583,0.0002132864,0.9563435],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2209822,"threshold_uncertainty_score":0.7392591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03570644211503835,"score_gpt":0.2887366106419881,"score_spread":0.2530301685269498,"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."}}