{"id":"W4366493212","doi":"10.24309/recta.2022.23.1.04","title":"Implementación de un modelo score para el otorgamiento en una cartera de microcrédito","year":2022,"lang":"es","type":"article","venue":"Revista Electrónica de Comunicaciones y Trabajos de ASEPUMA","topic":"Business, Education, Mathematics Research","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Adidas (Canada)","funders":"","keywords":"Medicine; Political science","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":[0.006629016,0.001154913,0.001165813,0.001912577,0.001075995,0.004270833,0.001915469,0.001322458,0.01715173],"category_scores_gemma":[0.02191583,0.0005397296,0.001269629,0.001665496,0.0008261375,0.003002802,0.002345509,0.001668616,0.002619152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003769566,"about_ca_system_score_gemma":0.005218356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0619046,"about_ca_topic_score_gemma":0.05079797,"domain_scores_codex":[0.9967084,0.001534164,0.000195573,0.000566688,0.0007597174,0.0002354168],"domain_scores_gemma":[0.9920437,0.00395911,0.0004423851,0.0006159494,0.002406914,0.0005318969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002211301,0.002426095,0.07194605,0.0005668883,0.0004541819,0.0002417751,0.002262854,0.1462644,0.003237897,0.02564163,0.0153184,0.7294286],"study_design_scores_gemma":[0.000279512,0.0009789545,0.01788057,0.0001845345,0.0002674899,0.00005645029,0.001505698,0.9494441,0.003827357,0.009973291,0.01547256,0.0001295851],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4820042,0.0007264225,0.4616502,0.004385733,0.0007527533,0.002094846,0.002778668,0.008505959,0.03710121],"genre_scores_gemma":[0.7301672,0.0002779045,0.2530352,0.0002519838,0.00005804646,0.0008845033,0.001967032,0.0004800713,0.01287804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0619046,"threshold_uncertainty_score":0.1230886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02825522426759492,"score_gpt":0.3182562339448633,"score_spread":0.2900010096772684,"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."}}