{"id":"W2493123712","doi":"10.1002/9781119197416.ch27","title":"The Coupon Code Crooks","year":2012,"lang":"en","type":"other","venue":"","topic":"Securities Regulation and Market Practices","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cheating; Incentive; Quarter (Canadian coin); Business; Coupon; Marketing; Public relations; Finance; Political science; Psychology; Economics; History; Social psychology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002763833,0.0001476098,0.0001087669,0.0001036813,0.0001625653,0.0004906151,0.0002197169,0.0001172023,0.04108299],"category_scores_gemma":[0.00004461367,0.00009196574,0.00005227317,0.00007531243,0.00005692248,0.00032508,0.0001227641,0.00009745576,0.003332104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007213962,"about_ca_system_score_gemma":0.000007761148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000397725,"about_ca_topic_score_gemma":0.001413607,"domain_scores_codex":[0.9993342,0.00000707807,0.0001147243,0.0001230027,0.0001837718,0.0002372877],"domain_scores_gemma":[0.9993795,0.0000740918,0.0002563265,0.0002534095,0.00003008788,0.000006606208],"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":[0.000006042957,0.000008320563,0.00006284146,0.00004388847,0.00002371717,4.074063e-7,0.000002077206,3.0004e-8,7.082397e-7,0.132648,0.8574293,0.009774704],"study_design_scores_gemma":[0.0001066595,4.86847e-7,0.0000908164,0.00002086878,0.00003972023,5.136156e-7,0.00008813725,0.0001036293,5.11819e-7,0.0004108118,0.9989926,0.000145217],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000003126414,0.001303213,0.00007899998,0.001276266,0.001406207,0.0001726822,0.000001653531,0.0003359015,0.9954219],"genre_scores_gemma":[0.0009974539,0.0001530573,0.00003559589,0.002380429,0.004372017,0.00001446465,0.00002686455,0.0002067524,0.9918134],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1415634,"threshold_uncertainty_score":0.9974439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01811016323450985,"score_gpt":0.2400020619936371,"score_spread":0.2218918987591273,"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."}}