{"meta":{"query_hash":"70e85f5b517a","filters":{"venue":"The Ethiopian Journal of Higher Education"},"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/70e85f5b517a","api":"https://metacan.xera.ac/api/v1/cohort?venue=The+Ethiopian+Journal+of+Higher+Education"},"results":[{"id":"W7110036164","doi":"10.63990/ejhe.v7i2.12050","title":"University-Industry Linkages in Ethiopia: A Comprehensive Review and Analysis of Current Trends, Challenges, and Future Prospects","year":2025,"lang":"","type":"article","venue":"The Ethiopian Journal of Higher Education","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Commercialization; Enforcement; Government (linguistics); Investment (military); Systematic review; Perception","score_opus":0.035318248036107454,"score_gpt":0.2956254239529611,"score_spread":0.26030717591685365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7110036164","genre_codex":"review","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":[0.23267455,0.5316647,0.0000235098,0.22472806,0.0023548417,0.00057388295,0.00001411806,0.00001266892,0.007953638],"genre_scores_gemma":[0.7808938,0.20866022,0.00009248347,0.0030961344,0.0011594422,0.0000015242041,0.000020502473,0.000020440279,0.0060554347],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99803674,0.00025478727,0.0007394879,0.00031596582,0.00043439062,0.00021865228],"domain_scores_gemma":[0.99673414,0.00015819383,0.0017140554,0.00032970062,0.0010237526,0.00004014324],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0010042517,0.00029103484,0.00079818384,0.002062838,0.0001871701,0.00008662674,0.00042336667,0.0005108614,0.00026710346],"category_scores_gemma":[0.000037127495,0.00025776774,0.00015334428,0.0038639994,0.0002053176,0.0009940636,0.0002228138,0.0025199384,0.0000010808313],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003131757,0.0018894447,0.11700309,0.017638538,0.0055913804,0.000031472468,0.0060718204,0.00013793993,0.000082463586,0.45155674,0.016419182,0.38326475],"study_design_scores_gemma":[0.0008927437,0.000033777356,0.6783205,0.0041748835,0.0068398616,0.0000038255594,0.005387515,0.000046803514,0.000004570217,0.0010551749,0.30300593,0.0002344002],"about_ca_topic_score_codex":0.000028427232,"about_ca_topic_score_gemma":0.000017642942,"teacher_disagreement_score":0.56131744,"about_ca_system_score_codex":0.00025171327,"about_ca_system_score_gemma":0.00036732963,"threshold_uncertainty_score":0.9999875},"labels":[],"label_agreement":null}]}