{"id":"W2096919114","doi":"10.1007/s11579-012-0071-8","title":"An analysis of the Keen model for credit expansion, asset price bubbles and financial fragility","year":2012,"lang":"en","type":"article","venue":"Mathematics and Financial Economics","topic":"Economic Theory and Policy","field":"Economics, Econometrics and Finance","cited_by":74,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Economics; Extension (predicate logic); Debt; Financial fragility; Interpretation (philosophy); Mathematical finance; Stability (learning theory); Fragility; Asset (computer security); Mathematical economics; Financial stability; Investment (military); Financial economics; Keynesian economics; Finance; Computer science; Financial system; Financial crisis","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":[],"consensus_categories":[],"category_scores_codex":[0.001265548,0.0002131974,0.0007790322,0.0001914432,0.0002212449,0.00005732959,0.0002712402,0.0002061699,0.00003713877],"category_scores_gemma":[0.0003066367,0.0002088087,0.0002149531,0.0001575509,0.0001595964,0.0003741591,0.0001104221,0.0001141353,0.000005279749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005389308,"about_ca_system_score_gemma":0.00005579618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007195568,"about_ca_topic_score_gemma":0.0001471999,"domain_scores_codex":[0.9984173,0.0000123363,0.000873836,0.0003330856,0.00001294647,0.0003504815],"domain_scores_gemma":[0.998511,0.0001709493,0.0006214927,0.0005225144,0.00003190772,0.0001421713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002147412,0.000162354,0.01889215,0.00009294173,0.00007030206,2.614509e-8,0.004029571,0.001377793,0.00001183952,0.9746715,0.0001085841,0.0005614587],"study_design_scores_gemma":[0.0005276669,0.00006259792,0.06154519,0.00001311867,0.0001951988,0.000002117586,0.0001598348,0.4090284,0.0001087649,0.5222819,0.005653207,0.0004220371],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.969477,0.0003552584,0.02680399,0.0001208928,0.0002582924,0.0003236262,0.001646053,0.00001253433,0.001002373],"genre_scores_gemma":[0.9929873,0.0002210319,0.006006467,0.0003247006,0.0002169304,0.00004096316,0.00002588174,0.00002401914,0.0001527152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4523897,"threshold_uncertainty_score":0.8514971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03019889794436556,"score_gpt":0.2377910015947114,"score_spread":0.2075921036503458,"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."}}