{"id":"W4210529460","doi":"10.2139/ssrn.4022596","title":"Life After Death: A Field Experiment with Small Businesses on Information Frictions, Stigma, and Bankruptcy","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Corporate Insolvency and Governance","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Bankruptcy; Stigma (botany); Field (mathematics); Business; Psychology; Actuarial science; Finance; Psychiatry; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006364333,0.0009120791,0.001220792,0.0008704673,0.006871577,0.003960425,0.00175506,0.004088209,0.009623239],"category_scores_gemma":[0.02331826,0.001099849,0.0004789985,0.0006554155,0.004708556,0.003222711,0.002465556,0.005156584,0.001190909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001165326,"about_ca_system_score_gemma":0.002027518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003646392,"about_ca_topic_score_gemma":0.005900171,"domain_scores_codex":[0.9977083,0.001250766,0.0001158338,0.0003284701,0.0002075462,0.0003890492],"domain_scores_gemma":[0.9617974,0.02528511,0.003784383,0.002476615,0.0009682274,0.00568822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.07303749,0.6691154,0.07567421,0.0004866016,0.0002531358,0.002399377,0.1134167,0.001715112,0.01937764,0.007499412,0.00564838,0.03137643],"study_design_scores_gemma":[0.05101876,0.4108848,0.2784751,0.0004818391,0.0005840877,0.001032721,0.2034007,0.009323156,0.008847964,0.0208462,0.01452967,0.0005750482],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987736,0.00001466949,0.00005954793,0.0002054489,0.00001797083,0.0001336491,0.00002015342,0.000003656554,0.0007712317],"genre_scores_gemma":[0.995571,0.00007391535,0.0003981332,0.0005373588,0.00003358214,0.0006743893,0.00009426504,0.000006928527,0.002610533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009623239,"threshold_uncertainty_score":0.03365821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009854488292291587,"score_gpt":0.1870664163937071,"score_spread":0.1772119281014155,"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."}}