{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"ab1f155de23d","filters":{"venue":"Marketing management"}},"results":[{"id":"W1044011948","doi":"10.4324/9780203710807-7","title":"Market development in the African context","year":2020,"lang":"en","type":"book","venue":"Marketing management","topic":"International Development and Aid","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Context (archaeology); Economics; Geography","authors":[{"name":"Benét DeBerry‐Spence","is_ca":false},{"name":"Sammy K. Bonsu","is_ca":true},{"name":"Eric J. Arnould","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02071981666184344,"gpt":0.2498308440542766,"spread":0.2291110273924332,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004733097,0.0002621733,0.0001266743,0.00106414,0.002915804,0.005161866,0.0002480874,0.0008417792,0.008679292],"category_scores_gemma":[0.0005650252,0.0001130001,0.0001061272,0.001577717,0.003525036,0.003968917,0.00179716,0.00129272,0.0006589615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002902722,"about_ca_system_score_gemma":0.00175688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004071537,"about_ca_topic_score_gemma":0.007927231,"domain_scores_codex":[0.999761,0.0001032473,0.000004395693,0.00001473632,0.00004084275,0.00007564858],"domain_scores_gemma":[0.9998264,0.00008514443,0.00002122515,0.000007934225,0.00002517726,0.00003417384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007706748,0.00001699246,0.0002073585,0.00009892666,0.000001633665,0.0005008138,0.006782191,0.0001738054,0.0002664118,0.9456868,0.01837197,0.0278853],"study_design_scores_gemma":[0.000002599436,0.00001202807,0.001004989,0.0003139316,0.000002764058,0.0003527407,0.00996284,0.0002284498,0.000242214,0.05756334,0.9303089,0.000005359815],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02921185,0.04519984,0.0005088317,0.01522093,0.0003759716,0.00001596518,0.00003151684,0.00001389823,0.9094211],"genre_scores_gemma":[0.6558691,0.08978169,0.00109053,0.002529458,0.0007191475,0.00004561649,0.00003966341,0.0000298952,0.2498949],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008679292,"threshold_uncertainty_score":0.02903515,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}