{"id":"W4406519037","doi":"10.56083/rcv5n1-057","title":"ANÁLISIS FINANCIERO DE LA PYME COLOMBIANA MAYORISTA DE APARATOS Y EQUIPO DE USO DOMÉSTICO","year":2025,"lang":"es","type":"article","venue":"Revista Contemporânea","topic":"Business, Education, Mathematics Research","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"123 Certification (Canada)","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"],"consensus_categories":[],"category_scores_codex":[0.005198632,0.0006537232,0.001033147,0.0008596509,0.0007429083,0.004814478,0.001362104,0.0005102053,0.0006409638],"category_scores_gemma":[0.004312652,0.0007141868,0.0003395689,0.002581973,0.0005519229,0.001075298,0.0004807656,0.0007477423,0.000534822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009323697,"about_ca_system_score_gemma":0.003023104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002248837,"about_ca_topic_score_gemma":0.00006553267,"domain_scores_codex":[0.9955583,0.0003572544,0.001168813,0.0008409274,0.0006448947,0.001429847],"domain_scores_gemma":[0.9956157,0.001265098,0.0007198012,0.001273339,0.001002616,0.000123506],"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":[0.00021633,0.001188025,0.1662653,0.0186124,0.0004574871,0.0001796918,0.0005712497,0.00003709799,0.002038857,0.4361193,0.3696821,0.004632265],"study_design_scores_gemma":[0.001457768,0.00002084585,0.04363655,0.003215038,0.0005252856,0.00001957568,0.0006617018,0.009220534,0.0002162407,0.006875228,0.9333346,0.0008166078],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7513288,0.02225779,0.02176118,0.01487577,0.000892518,0.003156661,0.000101161,0.0005084104,0.1851177],"genre_scores_gemma":[0.977668,0.001055416,0.00125308,0.002053648,0.000999335,0.0002061405,0.00008448791,0.0001162737,0.01656363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5636526,"threshold_uncertainty_score":0.9995309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01846915283950563,"score_gpt":0.3209717282965479,"score_spread":0.3025025754570423,"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."}}