{"meta":{"query_hash":"ac0dff581dd9","filters":{"venue":"EAST AFRICAN JOURNAL OF MANAGEMENT AND BUSINESS STUDIES"},"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/ac0dff581dd9","api":"https://metacan.xera.ac/api/v1/cohort?venue=EAST+AFRICAN+JOURNAL+OF+MANAGEMENT+AND+BUSINESS+STUDIES"},"results":[{"id":"W4313070625","doi":"10.46606/eajmbs2022v02i01.0006","title":"The Role of Leadership, Financing and Academic Promotion toward Research Culture in Malawi’s Higher Education Institutions","year":2022,"lang":"en","type":"article","venue":"EAST AFRICAN JOURNAL OF MANAGEMENT AND BUSINESS STUDIES","topic":"African Education and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nonprobability sampling; Cronbach's alpha; Promotion (chess); Higher education; Psychology; Internal consistency; Perception; Medical education; Public relations; Political science; Sociology; Medicine; Population","score_opus":0.277584191640662,"score_gpt":0.4192994222513639,"score_spread":0.1417152306107019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313070625","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"incentives","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"incentives","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989115,0.00084618,0.000170228,0.004476469,0.000029144583,0.00002550542,0.000013925514,0.000004804311,0.0053188037],"genre_scores_gemma":[0.9988462,0.00031470918,0.0000874894,0.00018174567,0.00001513989,0.000007070329,0.0000036691824,7.401734e-7,0.0005431727],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9939061,0.0032456992,0.00026055946,0.00016673212,0.00079056266,0.0016304703],"domain_scores_gemma":[0.9680568,0.009060411,0.009290194,0.00062126375,0.0027520473,0.010219267],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0066353744,0.0001626534,0.00021073532,0.001090472,0.003242779,0.0061137835,0.0004462071,0.00055908604,0.0023109007],"category_scores_gemma":[0.015186218,0.00017088761,0.00012704934,0.0010704793,0.0029751472,0.0012311443,0.002487443,0.0011443599,0.00017489801],"study_design_candidate":"qualitative","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":[0.00017067468,0.000536249,0.84819263,0.0004054299,0.000063524196,0.0014041681,0.05228686,0.00020154803,0.0015802045,0.009055263,0.0024206843,0.083682746],"study_design_scores_gemma":[0.00001758131,0.00041484713,0.8714291,0.00050623313,0.00003918656,0.00067494944,0.106503874,0.00039613427,0.0008717086,0.0012624124,0.017843897,0.000040088995],"about_ca_topic_score_codex":0.005087422,"about_ca_topic_score_gemma":0.00915869,"teacher_disagreement_score":0.99336463,"about_ca_system_score_codex":0.0032418345,"about_ca_system_score_gemma":0.010284748,"threshold_uncertainty_score":0.03509158},"labels":[],"label_agreement":null}]}