{"id":"W4247707556","doi":"10.2139/ssrn.3766022","title":"Austerity, Economic Vulnerability, and Populism","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Austerity; Populism; Vulnerability (computing); Political science; Development economics; Political economy; Economics; Politics; Computer science; Computer security; Law","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001537912,0.0001276269,0.0002357252,0.00004417037,0.001340995,0.0000214959,0.0001027588,0.00009573556,0.0003414648],"category_scores_gemma":[0.00007861098,0.0001110714,0.00006478257,0.00004853049,0.00004745822,0.0001365153,0.000211978,0.002171779,0.0001098327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008516542,"about_ca_system_score_gemma":0.002055286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002416661,"about_ca_topic_score_gemma":0.009961331,"domain_scores_codex":[0.99716,0.0003545442,0.0003627609,0.0002084979,0.0001030342,0.001811211],"domain_scores_gemma":[0.9994323,0.0001221109,0.0001242101,0.0001493845,0.00008076279,0.00009123433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005128418,0.0000572779,0.5587856,0.0000600833,0.0002981468,0.00001463716,0.001572733,0.000001904442,0.0002416938,0.4189198,0.004328012,0.01566878],"study_design_scores_gemma":[0.001692422,0.000194642,0.1061684,0.00006797842,0.00006927996,0.0002858763,0.01077222,0.00001188046,0.00002408789,0.8242464,0.05617478,0.0002919835],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691864,0.004908171,0.0001345422,0.0171848,0.0008239142,0.0001378434,0.000004917652,0.00003865545,0.007580814],"genre_scores_gemma":[0.9758,0.008348422,0.00002695286,0.000560602,0.0007865952,0.00001232252,0.000005013571,0.00001925961,0.01444084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4526172,"threshold_uncertainty_score":0.9999591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03373550229001988,"score_gpt":0.3854222189541132,"score_spread":0.3516867166640933,"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."}}