{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004838608,0.0009794632,0.001152869,0.001005106,0.002305625,0.002267838,0.003454303,0.00032896,0.002859526],"category_scores_gemma":[0.0005734185,0.001164975,0.0006101603,0.002752325,0.0002410197,0.001200291,0.001450083,0.001866922,0.000233271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003310848,"about_ca_system_score_gemma":0.002137931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00109988,"about_ca_topic_score_gemma":0.0001171721,"domain_scores_codex":[0.9920079,0.001034637,0.00159591,0.001235568,0.001323659,0.002802335],"domain_scores_gemma":[0.9950311,0.0007832529,0.0009687806,0.00230661,0.0006258138,0.0002844273],"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":[0.001886714,0.01349024,0.1816359,0.02030021,0.003204021,0.0009594116,0.01250364,0.00344813,0.1092723,0.5191122,0.1050106,0.02917658],"study_design_scores_gemma":[0.005833217,0.0004349697,0.05071152,0.002122314,0.002016915,0.001140248,0.003867794,0.110792,0.002855387,0.02535365,0.7905996,0.004272438],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9714212,0.008985314,0.004311841,0.01139108,0.0001984011,0.00211747,0.0001698894,0.000346139,0.001058687],"genre_scores_gemma":[0.9879852,0.003188176,0.00269589,0.002179295,0.001390153,0.0008234792,0.0006353621,0.0003469081,0.0007555634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.685589,"threshold_uncertainty_score":0.99908,"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."}}