{"id":"W2967558425","doi":"10.53479/29552","title":"January 2023 Bank Lending Survey in Spain","year":2023,"lang":"en","type":"article","venue":"Economic Bulletin","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Loan; Business; Quarter (Canadian coin); Finance; Supply and demand; Financial system; Capital (architecture); Economics","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004977779,0.0002070644,0.0004789834,0.0006268927,0.0001100136,0.00008969326,0.0003894172,0.0001529301,0.004931947],"category_scores_gemma":[0.0004087618,0.0002898054,0.0001139229,0.0004531222,0.00008735258,0.0001055091,0.0001453313,0.0002071404,0.02994847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00046683,"about_ca_system_score_gemma":0.00003950474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003027244,"about_ca_topic_score_gemma":0.0008545103,"domain_scores_codex":[0.9975597,0.00009354028,0.0009871555,0.0007651544,0.00003026256,0.000564186],"domain_scores_gemma":[0.9986387,0.0004473138,0.000290952,0.0005403947,0.00001145557,0.00007115086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001496222,0.00005409989,0.918981,0.00002403064,0.00001711987,0.000005321622,0.0002365453,0.00652558,0.000002821263,0.04192437,0.03099126,0.001222871],"study_design_scores_gemma":[0.0004433188,0.00002093392,0.8779142,0.00001350531,9.962451e-7,0.000001588325,0.00003368259,0.006486962,0.000007223562,0.009732714,0.1050193,0.0003255677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9709032,0.0006084234,0.0001315469,0.002117404,0.001055289,0.0003003817,0.0002854581,0.0001414935,0.02445683],"genre_scores_gemma":[0.995074,0.0001418988,0.0001647885,0.000110109,0.0001550327,0.00004007851,0.0001227281,0.00004381219,0.004147493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07402804,"threshold_uncertainty_score":0.9999554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0375612102568815,"score_gpt":0.2345130403174651,"score_spread":0.1969518300605836,"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."}}