{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007162351,0.0003250972,0.0002698674,0.002203568,0.000614706,0.002047112,0.0003142911,0.0002587324,0.008096912],"category_scores_gemma":[0.003401133,0.000153213,0.000282871,0.002264248,0.0002731815,0.0007919729,0.0007896601,0.0004651171,0.000554782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002420313,"about_ca_system_score_gemma":0.002000265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1878932,"about_ca_topic_score_gemma":0.2181615,"domain_scores_codex":[0.9994594,0.00009763487,0.00004363945,0.00009297462,0.000152605,0.0001536753],"domain_scores_gemma":[0.9970838,0.0004073476,0.001162412,0.0001050245,0.0009283508,0.000312965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002102986,0.00003182892,0.9409101,0.0004416629,0.0001522126,0.0003023221,0.003174298,0.001508441,0.0006317763,0.003631418,0.007778173,0.04122744],"study_design_scores_gemma":[0.000005079365,0.00002971105,0.9720477,0.0001438244,0.00003770736,0.00008014946,0.004300515,0.0008386469,0.0001773749,0.0002043404,0.02212017,0.00001471234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9445876,0.005154362,0.001551695,0.001483076,0.00003712236,0.00009531488,0.01128993,0.00005722043,0.03574352],"genre_scores_gemma":[0.9849042,0.001800344,0.0006129883,0.00004864361,0.00003230249,0.00005415828,0.002964919,0.00001332879,0.009569155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1878932,"threshold_uncertainty_score":0.3735991,"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."}}