{"meta":{"query_hash":"102d2f2c21ed","filters":{"venue":"The Southern African Journal of Entrepreneurship and Small Business Management"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/102d2f2c21ed","api":"https://metacan.xera.ac/api/v1/cohort?venue=The+Southern+African+Journal+of+Entrepreneurship+and+Small+Business+Management"},"results":[{"id":"W2807762149","doi":"10.4102/sajesbm.v10i1.162","title":"Logistics outsourcing and performance of manufacturing small and medium-sized enterprises in Nairobi","year":2018,"lang":"en","type":"article","venue":"The Southern African Journal of Entrepreneurship and Small Business Management","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Transport Canada","funders":"","keywords":"Outsourcing; Business; Knowledge process outsourcing; Industrial organization; Process management; Operations management; Marketing; Economics","score_opus":0.01696834095439955,"score_gpt":0.1929280825964115,"score_spread":0.17595974164201195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807762149","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993799,0.00025195783,0.0018855747,0.0017875835,0.0002509209,0.0002679127,0.0000020294797,0.000022138356,0.0017329077],"genre_scores_gemma":[0.998456,0.0003080433,0.0002982872,0.00026006758,0.00035722408,0.000004945498,0.0000014388951,0.000030418603,0.00028358435],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99834555,0.000059844086,0.00065265485,0.0003035646,0.00028059437,0.00035781413],"domain_scores_gemma":[0.9985607,0.00012545107,0.000823422,0.00028666237,0.00016596433,0.000037797825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012739564,0.00029200313,0.00045212227,0.000519853,0.00018247608,0.00022393369,0.00039563383,0.000049331502,0.000026256786],"category_scores_gemma":[0.00010950028,0.00020553832,0.000060060713,0.0003175125,0.00039784206,0.00019414404,0.00055643974,0.0001949314,0.000004607916],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018497516,0.00031962243,0.8968231,0.0029694522,0.0004773807,0.00016875732,0.0093024615,0.0040751793,0.00020954164,0.0009140769,0.00009858648,0.08279209],"study_design_scores_gemma":[0.004367987,0.00020175803,0.9565201,0.0015798842,0.000860154,0.000060643608,0.025251295,0.0035892453,0.00032060238,0.0024781674,0.0040129814,0.00075720705],"about_ca_topic_score_codex":0.00022171224,"about_ca_topic_score_gemma":0.00017284622,"teacher_disagreement_score":0.08203488,"about_ca_system_score_codex":0.000022065798,"about_ca_system_score_gemma":0.000011788751,"threshold_uncertainty_score":0.838161},"labels":[],"label_agreement":null},{"id":"W3143372440","doi":"10.4102/sajesbm.v13i1.367","title":"Exploring supply chain business bullying of small and medium-sized business suppliers by dominant buyers in the apparel retail sector in Gauteng","year":2021,"lang":"en","type":"article","venue":"The Southern African Journal of Entrepreneurship and Small Business Management","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McGill University","keywords":"Business; Clothing; Supply chain; Small and medium-sized enterprises; Marketing; Dominance (genetics); Payment; Small business; Commerce; Industrial organization; Finance","score_opus":0.041187241917129365,"score_gpt":0.20139833417200176,"score_spread":0.1602110922548724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3143372440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9855703,0.00130752,0.0006004795,0.010679576,0.0004690996,0.00070166495,0.000009641014,0.000018083607,0.0006436192],"genre_scores_gemma":[0.9957622,0.0029137682,0.0001586631,0.000538938,0.00027732406,0.00007911925,0.000017649862,0.000055305136,0.0001970111],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966366,0.00022259085,0.0011627906,0.000581408,0.00070449134,0.00069206464],"domain_scores_gemma":[0.9975685,0.00034544198,0.0009209367,0.00059335213,0.0005221917,0.000049593327],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0026286347,0.0004982455,0.0007891532,0.0007873967,0.00023740079,0.0004198261,0.0010124879,0.00007930592,0.00007069205],"category_scores_gemma":[0.00031560994,0.00032045922,0.00012668343,0.0030509264,0.00032874747,0.00055708556,0.0005877095,0.00039979588,0.000005006314],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035023927,0.0022312887,0.8361421,0.0069417427,0.0010085311,0.00397659,0.03164897,0.016540755,0.00514832,0.0050522946,0.0009998069,0.086807154],"study_design_scores_gemma":[0.006578093,0.00003625525,0.8074806,0.0017541406,0.0007060872,0.00009436247,0.17267852,0.00054957904,0.00024116944,0.0016440456,0.007298748,0.0009384186],"about_ca_topic_score_codex":0.0013227604,"about_ca_topic_score_gemma":0.001024771,"teacher_disagreement_score":0.14102955,"about_ca_system_score_codex":0.00006397712,"about_ca_system_score_gemma":0.000074805845,"threshold_uncertainty_score":0.9999247},"labels":[],"label_agreement":null},{"id":"W4289227616","doi":"10.4102/sajesbm.v14i1.501","title":"Proposed framework for innovative business intelligence for competitive advantage in small, medium and micro-organisations in the North West province of South Africa","year":2022,"lang":"en","type":"article","venue":"The Southern African Journal of Entrepreneurship and Small Business Management","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Science North","funders":"","keywords":"Business; Competitive advantage; Profitability index; Competitive intelligence; Marketing; Popularity; Business intelligence; Knowledge management; Sample (material); Computer science","score_opus":0.0488086487858818,"score_gpt":0.24978696885018398,"score_spread":0.20097832006430216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289227616","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9193609,0.0005020674,0.06817441,0.007646567,0.00045784877,0.0031728705,0.00024080482,0.000022782047,0.000421766],"genre_scores_gemma":[0.99740803,0.00005781946,0.0017390497,0.0003515471,0.00018241322,0.00012756606,0.000035166868,0.0000343465,0.00006407849],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.997994,0.000102012775,0.0008264571,0.00037441193,0.00032295132,0.00038018887],"domain_scores_gemma":[0.997132,0.0005658873,0.001079329,0.00034851136,0.00085631746,0.000017949866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015882548,0.00029663986,0.0004411712,0.0005530752,0.00031913334,0.00019789087,0.0010515045,0.000043931912,0.0000340825],"category_scores_gemma":[0.0005303431,0.00019686544,0.00006069121,0.0028459718,0.00032528513,0.00028283463,0.0005191914,0.0003366747,0.0000012630848],"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":[0.007938117,0.003481398,0.48003742,0.0063817175,0.0006706674,0.00025073224,0.09060791,0.0067634615,0.00073450006,0.3419782,0.00019624285,0.06095965],"study_design_scores_gemma":[0.003957168,0.0003415692,0.45058477,0.0013310285,0.0008863481,0.00006552724,0.4528547,0.0009044743,0.00024634792,0.069642395,0.017750403,0.0014352768],"about_ca_topic_score_codex":0.00008937111,"about_ca_topic_score_gemma":0.00059518655,"teacher_disagreement_score":0.36224678,"about_ca_system_score_codex":0.000048267666,"about_ca_system_score_gemma":0.00010469929,"threshold_uncertainty_score":0.802794},"labels":[],"label_agreement":null}]}