{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"5e827876a5d1","filters":{"venue":"Acta Commercii"}},"results":[{"id":"W2810325264","doi":"10.4102/ac.v18i1.554","title":"The impact of SME access to finance and performance on exporting behaviour at firm level: A case of furniture manufacturing SMEs in Zimbabwe","year":2018,"lang":"en","type":"article","venue":"Acta Commercii","topic":"International Business and FDI","field":"Business, Management and Accounting","cited_by":58,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Transport Canada","funders":"","keywords":"Exploit; Business; Access to finance; Small and medium-sized enterprises; Industrial organization; Structural equation modeling; Export performance; Resource (disambiguation); Marketing; Empirical research; Goods and services; Finance; Economics; Computer science","authors":[{"name":"Kin Sibanda","is_ca":false},{"name":"Progress Hove-Sibanda","is_ca":true},{"name":"Herring Shava","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04551065224532136,"gpt":0.3073547805835499,"spread":0.2618441283382286,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002334174,0.000135815,0.0001739786,0.0001542953,0.0002015479,0.00009660848,0.000275457,0.00004127138,0.00004933538],"category_scores_gemma":[0.00006681836,0.00009266249,0.00004813937,0.0001794631,0.00006141939,0.0005675158,0.0003675692,0.0001018801,0.00000661659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003856772,"about_ca_system_score_gemma":0.000009870167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00324475,"about_ca_topic_score_gemma":0.001311836,"domain_scores_codex":[0.9992163,0.000005787158,0.0002923517,0.0001555416,0.0001320733,0.0001980052],"domain_scores_gemma":[0.999249,0.00006874116,0.000295699,0.0002017549,0.0001763371,0.000008449578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000347401,0.00009572617,0.9639685,0.00009261441,0.00002303119,0.00004032987,0.0002899321,0.0001264957,0.0005326939,0.0002382744,0.003016307,0.0312287],"study_design_scores_gemma":[0.000310836,0.00004686816,0.9941551,0.0001873517,0.000009367166,0.00001960003,0.00007201698,0.0009275417,0.003011276,0.00004260402,0.001098827,0.0001186225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974086,0.00002202202,0.000004223785,0.0007439533,0.0001118786,0.0001620944,0.000008737999,0.000008931219,0.001529543],"genre_scores_gemma":[0.9992997,0.00001733942,0.00001968965,0.0003519261,0.0001799736,0.00001084512,0.000005310173,0.00001477556,0.0001004199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03111008,"threshold_uncertainty_score":0.4905113,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2765276684","doi":"10.4102/ac.v17i1.446","title":"The impact of corporate governance on firm competitiveness and performance of small and medium enterprises in South Africa: A case of small and medium enterprises in Vanderbijlpark","year":2017,"lang":"en","type":"article","venue":"Acta Commercii","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Transport Canada","funders":"","keywords":"Corporate governance; Business; Emerging markets; Small and medium-sized enterprises; Empirical research; Industrial organization; Structural equation modeling; Principal (computer security); Accounting; Marketing","authors":[{"name":"Progress Hove-Sibanda","is_ca":true},{"name":"Kin Sibanda","is_ca":false},{"name":"David Pooe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03686917966120642,"gpt":0.2402034036942135,"spread":0.2033342240330071,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004452769,0.0002341426,0.0004951077,0.00008887025,0.0001592611,0.00008357008,0.0003313318,0.00006611256,0.000006737356],"category_scores_gemma":[0.0002475188,0.0001737062,0.00004954516,0.00015346,0.0004287053,0.0004625269,0.0003501881,0.0001740183,5.587061e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002294962,"about_ca_system_score_gemma":0.00004298831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004347986,"about_ca_topic_score_gemma":0.005606506,"domain_scores_codex":[0.9988686,0.00002662883,0.000436951,0.0002715146,0.0001415268,0.0002547717],"domain_scores_gemma":[0.9971275,0.0002319074,0.002093683,0.000417228,0.0001092022,0.00002042719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007943301,0.0001234472,0.9962289,0.0003470886,0.00002344484,0.00005872066,0.0006505674,0.00001498484,0.0003543272,0.00008262205,0.00004970284,0.001271917],"study_design_scores_gemma":[0.001588224,0.0001514146,0.995549,0.0009170633,0.00002493672,0.00001100919,0.0002551018,0.0007605117,0.0002391781,0.0001133502,0.0002219224,0.000168348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981537,0.0006689942,0.000007054018,0.000283095,0.00008966218,0.0002584078,0.00006135252,0.000005332552,0.0004724018],"genre_scores_gemma":[0.9985768,0.001251735,0.0000173862,0.00004406588,0.0000384502,0.00001283417,0.000003280093,0.00001619472,0.00003930606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001741054,"threshold_uncertainty_score":0.7083531,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2768788696","doi":"10.4102/ac.v17i1.496","title":"Cross-departmental collaboration in strategic sourcing as a catalyst for supplier development: The case of Eskom","year":2017,"lang":"en","type":"article","venue":"Acta Commercii","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Transport Canada","funders":"","keywords":"Strategic sourcing; Procurement; Business; Supplier relationship management; Strategic planning; Supply chain; Supply chain management; Process management; Industrial organization; Commodity; Marketing; Operations management; Strategic financial management; Economics; Finance","authors":[{"name":"Mzoxolo E. Mbiko","is_ca":true},{"name":"T.C. Mbara","is_ca":false},{"name":"Elana Swanepoel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04613226533774642,"gpt":0.3269458225345417,"spread":0.2808135571967952,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000803005,0.0001511354,0.0001985488,0.0001097188,0.0009922571,0.0008932803,0.0004668982,0.00005313782,0.0001007961],"category_scores_gemma":[0.00008347035,0.0001223367,0.00005292179,0.0001412248,0.0001161994,0.001039709,0.0002976605,0.00008934404,0.00003232382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004453793,"about_ca_system_score_gemma":0.0000392217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004056354,"about_ca_topic_score_gemma":0.009455361,"domain_scores_codex":[0.999007,0.00001460547,0.0003667063,0.0002249814,0.000136661,0.0002500095],"domain_scores_gemma":[0.9989876,0.00006882094,0.000330356,0.0005011887,0.000101577,0.00001044017],"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":[0.00179087,0.003246873,0.2939391,0.004439177,0.0008413147,0.0008773042,0.01269791,0.001099,0.002965651,0.6132913,0.02665622,0.03815525],"study_design_scores_gemma":[0.01390859,0.0001238894,0.1280658,0.0003384078,0.0004553229,0.0001008844,0.05676496,0.02472203,0.004679498,0.02814106,0.7405013,0.002198169],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806283,0.00001984117,0.0001052819,0.002642424,0.0001540207,0.000714932,0.00001456067,0.00001965132,0.01570096],"genre_scores_gemma":[0.9983284,0.000002257998,0.0002018698,0.0006733706,0.0001531234,0.0001251125,0.0001568859,0.00001743215,0.0003414991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7138451,"threshold_uncertainty_score":0.8613923,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}