{"id":"W7085484874","doi":"10.6084/m9.figshare.30304630","title":"FTUK Coupon Code “OFF99”","year":2025,"lang":"en","type":"other","venue":"Figshare","topic":"Economic, financial, and policy analysis","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coupon; Code (set theory); Process (computing); Instant; Source code","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":[0.00007819638,0.0003734849,0.0009227011,0.0007414198,0.00007408964,0.0001021572,0.0005741899,0.0006409799,0.7564227],"category_scores_gemma":[0.0003407034,0.0004894873,0.0003977524,0.000269495,0.00001160264,0.00006510298,0.0001358336,0.0002933344,0.1010413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001218785,"about_ca_system_score_gemma":0.0001037053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009692173,"about_ca_topic_score_gemma":0.001250669,"domain_scores_codex":[0.9982633,0.00001089211,0.0005984904,0.0006905579,0.00002775585,0.0004090201],"domain_scores_gemma":[0.9983633,0.00006270381,0.0007030821,0.000749485,0.00002334064,0.000098157],"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":[0.000002063975,0.00002219636,0.0001072371,0.0002478734,0.0001438792,0.000005060722,0.00001915415,0.000004639067,5.282215e-8,0.01167707,0.9872714,0.0004993361],"study_design_scores_gemma":[0.0002116644,0.00001223937,0.0002680738,0.0007781435,0.00001708903,7.013049e-7,0.000002971777,0.0001620602,0.00000554747,0.002265298,0.9957793,0.0004968651],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[7.277128e-7,0.004712318,0.00000939541,0.0001141453,0.0001893217,0.0001316006,0.4486211,0.0001029674,0.5461185],"genre_scores_gemma":[0.0003321452,0.0003154228,0.00006489454,0.000967824,0.0009359483,0.0001447787,0.0944198,0.0002955595,0.9025236],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6553814,"threshold_uncertainty_score":0.9997557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05075475382534066,"score_gpt":0.2403666868464503,"score_spread":0.1896119330211096,"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."}}