{"id":"W6991668903","doi":"","title":"The Impact of the economic cycle on consumer credit non-performing conditional on the type of financial institution in Peru","year":2021,"lang":"es","type":"other","venue":"Repositorio Académico UPC (Universidad Peruana de Ciencias Aplicadas)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business cycle; Quarter (Canadian coin); Productivity; Financial institution","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001350782,0.0009607995,0.001110357,0.0007184164,0.001484749,0.0002182715,0.002470117,0.001086067,0.0009270955],"category_scores_gemma":[0.0007234986,0.0006334813,0.001100186,0.001895327,0.001910939,0.0003143003,0.0005173705,0.002100124,0.0002836227],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00678072,"about_ca_system_score_gemma":0.00797208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004215476,"about_ca_topic_score_gemma":0.0006032058,"domain_scores_codex":[0.9947392,0.0006380795,0.001069258,0.00120183,0.001258323,0.001093352],"domain_scores_gemma":[0.9941956,0.001104859,0.002081541,0.001963908,0.0004150872,0.0002390309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.006564561,0.002974742,0.1738933,0.0006226938,0.003527992,0.0004389019,0.01003637,0.08860412,0.2850257,0.2926182,0.1316817,0.004011659],"study_design_scores_gemma":[0.003156236,0.001476924,0.8994155,0.004123274,0.0006190477,0.0002861788,0.003457629,0.01284132,0.01551283,0.0004277504,0.05685032,0.001832972],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9327263,0.0005972802,0.000007873488,0.0002723328,0.00162882,0.001383875,0.0006186113,0.00003096935,0.06273391],"genre_scores_gemma":[0.9924576,0.0005178394,0.00002073905,0.00007685307,0.001153047,0.00003222542,0.00006332215,0.0002321478,0.005446184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7255222,"threshold_uncertainty_score":0.9999862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01474788885864306,"score_gpt":0.2713323007233883,"score_spread":0.2565844118647452,"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."}}