{"id":"W4401843957","doi":"10.1016/j.tre.2024.103721","title":"Equilibrium anti-counterfeiting strategies with deceptive counterfeits: Proactive, reactive, or instantaneous?","year":2024,"lang":"en","type":"article","venue":"Transportation Research Part E Logistics and Transportation Review","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Business; Advertising; Marketing; Computer security; Industrial organization; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001499004,0.0009663712,0.0007074643,0.0006562702,0.0005887345,0.002438948,0.001208493,0.002518263,0.00740239],"category_scores_gemma":[0.006406774,0.0003367641,0.0007074687,0.000457166,0.002091296,0.004449102,0.000821168,0.001499406,0.0009262684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001474177,"about_ca_system_score_gemma":0.0009525805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001615916,"about_ca_topic_score_gemma":0.001504498,"domain_scores_codex":[0.9989601,0.0004310727,0.00004037087,0.000158681,0.0001552311,0.0002544645],"domain_scores_gemma":[0.9958466,0.002395451,0.0009725457,0.0002718094,0.0003533044,0.0001604466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000152539,0.000289056,0.004806286,0.0007547438,0.0001810181,0.000548094,0.0005531297,0.0449562,0.002713995,0.8738687,0.002985915,0.06819037],"study_design_scores_gemma":[0.0001366576,0.0006385951,0.006577921,0.0005406548,0.000217579,0.00106024,0.001691509,0.1604101,0.003044537,0.7971817,0.02834397,0.0001565407],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4453395,0.02425028,0.27095,0.01207139,0.0004456035,0.0002820982,0.0002453255,0.0001709898,0.2462447],"genre_scores_gemma":[0.9758303,0.006114882,0.006018237,0.0004476534,0.00009685899,0.0000747854,0.0000381048,0.00001318911,0.01136592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00740239,"threshold_uncertainty_score":0.02476346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08991848829539137,"score_gpt":0.3311873671645768,"score_spread":0.2412688788691854,"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."}}