{"meta":{"query_hash":"11b800411485","filters":{"venue":"International Science Journal of Management Economics & Finance"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/11b800411485","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Science+Journal+of+Management+Economics+%26+Finance"},"results":[{"id":"W4414704699","doi":"10.46299/j.isjmef.20250405.04","title":"AI-driven price discrimination: strategic applications, ethical challenges, and regulatory implications","year":2025,"lang":"en","type":"article","venue":"International Science Journal of Management Economics & Finance","topic":"Law, AI, and Intellectual Property","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Canada West","funders":"","keywords":"Compliance (psychology); Ethical issues; Data Protection Act 1998; Consumer privacy; Information privacy; Digital economy","score_opus":0.031377739036358,"score_gpt":0.2770061597864801,"score_spread":0.2456284207501221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414704699","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017582843,0.0027234366,0.587946,0.1520342,0.0016690707,0.00059623504,0.0000056908457,0.00005417307,0.23738836],"genre_scores_gemma":[0.96473527,0.011970526,0.020094672,0.002327433,0.00009218492,0.000027990724,8.37465e-7,0.0000042353777,0.00074685965],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99869096,0.000022927414,0.0004861086,0.00038323822,0.00022964156,0.00018713079],"domain_scores_gemma":[0.9988151,0.000068096095,0.00032265924,0.00036299782,0.00036576815,0.00006533761],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001029289,0.00010969714,0.00014689734,0.00036463395,0.00022723438,0.00032538487,0.002103245,0.00005743065,0.000008313483],"category_scores_gemma":[0.000028210903,0.0000996045,0.00005522196,0.00029568523,0.00040464985,0.0010922422,0.00048135276,0.00024483047,0.000008747565],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000052642954,0.000050120507,0.00004585053,0.000012630859,0.00002374031,0.0000010801451,0.000119234464,0.00033606158,0.00005363959,0.9161362,0.0006701021,0.08254607],"study_design_scores_gemma":[0.00060868816,0.0001189685,0.036759667,0.00015055275,0.000023889,0.000071065704,0.00023333848,0.06378555,0.0003973933,0.5964691,0.30107674,0.00030500762],"about_ca_topic_score_codex":0.0000019072888,"about_ca_topic_score_gemma":0.000005278263,"teacher_disagreement_score":0.94715244,"about_ca_system_score_codex":0.00028770327,"about_ca_system_score_gemma":0.00022924936,"threshold_uncertainty_score":0.40617535},"labels":[],"label_agreement":null}]}