{"id":"W4407779715","doi":"10.1590/s0034-759020250204x","title":"DESEMPENHO DAS PME E CRIAÇÃO DE EMPREGO NA ÁFRICA SUBSAARIANA: PAPEL DA INOVAÇÃO DIGITAL","year":2025,"lang":"pt","type":"article","venue":"Revista de Administração de Empresas","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001889994,0.001146619,0.001126358,0.001177234,0.0008976522,0.007224435,0.001892724,0.0006210131,0.001645599],"category_scores_gemma":[0.001470593,0.001295988,0.0005908681,0.003332048,0.0002924739,0.001542792,0.001375524,0.001052383,0.001937995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009196384,"about_ca_system_score_gemma":0.001347237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001361873,"about_ca_topic_score_gemma":0.0000889119,"domain_scores_codex":[0.9937555,0.0001580012,0.001798076,0.001435375,0.000750424,0.002102656],"domain_scores_gemma":[0.996268,0.0002791977,0.000854802,0.001660222,0.0007299035,0.0002079241],"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":[0.00069102,0.001718779,0.06831586,0.007265113,0.001376468,0.000990429,0.001019084,0.00001862667,0.0006327183,0.6501241,0.2301085,0.03773938],"study_design_scores_gemma":[0.002594977,0.0001213812,0.01169764,0.001782121,0.001044661,0.00003958995,0.003676194,0.005108842,0.0001913662,0.004407336,0.9675555,0.001780402],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08760296,0.005255413,0.02240637,0.009613455,0.00244639,0.002957562,0.0001800322,0.001121469,0.8684164],"genre_scores_gemma":[0.925068,0.0001270481,0.0003878722,0.007333963,0.00115156,0.0001275808,0.0003305708,0.0001647883,0.06530862],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.837465,"threshold_uncertainty_score":0.999267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02545177971651032,"score_gpt":0.3037567654551905,"score_spread":0.2783049857386802,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}