{"id":"W1965620341","doi":"10.1117/12.530556","title":"Analysis of counterfeits and public survey results as design input","year":2004,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Consumer Packaging Perceptions and Trends","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bank of Canada","funders":"","keywords":"Counterfeit; Perception; Context (archaeology); Currency; Computer science; Cash; Enforcement; Law enforcement; Computer security; Risk analysis (engineering); Business; Psychology; Political science; Economics; Finance; Law","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":[0.001118248,0.0002586869,0.0004618806,0.0004577207,0.00009621562,0.0002627936,0.0005926765,0.0001246318,0.00001649279],"category_scores_gemma":[0.001009904,0.0002211701,0.0004361591,0.001305449,0.000241864,0.0009569553,0.000208864,0.0001807119,0.000002551148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007563981,"about_ca_system_score_gemma":0.00003329315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003839567,"about_ca_topic_score_gemma":0.000009231434,"domain_scores_codex":[0.9980735,1.41917e-8,0.0006859349,0.0003738888,0.0005564495,0.0003102168],"domain_scores_gemma":[0.9970832,0.0001425806,0.0005096124,0.00006850741,0.002154047,0.00004199926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0005015131,0.0005951786,0.05081573,0.0009227475,0.005387959,3.112658e-7,0.0003969457,0.001343362,0.1385526,0.7970391,0.002609564,0.001834949],"study_design_scores_gemma":[0.01476289,0.0008784217,0.7156641,0.001491681,0.008484576,0.00003593553,0.005859511,0.1988155,0.02575721,0.0103307,0.01487536,0.003044163],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954717,0.0000640987,0.00009946406,0.00204743,0.0001127737,0.0002521661,0.0000736916,0.00005936675,0.001819334],"genre_scores_gemma":[0.9888948,0.00005239886,0.01057117,0.0001243677,0.0001715723,0.00003702406,0.00004261463,0.00003318828,0.00007292785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7867084,"threshold_uncertainty_score":0.9019055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02600335689858716,"score_gpt":0.2418737683256529,"score_spread":0.2158704114270658,"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."}}