{"id":"W4311660475","doi":"10.1177/00222437221146521","title":"Helping Those That Hide: Anticipated Stigmatization Drives Concealment and a Destructive Cycle of Debt","year":2022,"lang":"en","type":"article","venue":"Journal of Marketing Research","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Wilfrid Laurier University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Debt; Consumer debt; Variety (cybernetics); Social psychology; Context (archaeology); Psychology; Credit card; Economics; Finance","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01648717,0.00007697965,0.0002693693,0.0003133717,0.001465602,0.00001088816,0.0001597412,0.00003663994,0.0002413435],"category_scores_gemma":[0.003036971,0.00006355275,0.00004166238,0.0003298309,0.0001409088,0.000119749,0.0004980589,0.0009166262,7.795141e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002140709,"about_ca_system_score_gemma":0.0002645359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001067059,"about_ca_topic_score_gemma":0.00001594129,"domain_scores_codex":[0.9928619,0.005192445,0.0005400548,0.0001182269,0.0008965333,0.0003908907],"domain_scores_gemma":[0.9940865,0.00453791,0.0005422404,0.00009184394,0.0006628972,0.00007859596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0011912,0.00006903254,0.9720773,0.000417539,0.0001230469,0.00001973452,0.01710412,0.00004429497,0.001758135,0.00047432,0.00237491,0.004346448],"study_design_scores_gemma":[0.00160096,0.0004373203,0.8857179,0.001581159,0.00003416914,0.00001446498,0.1061587,0.0005463448,0.0002177929,0.002119867,0.001456036,0.0001152839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943843,0.00124792,0.00003634453,0.00218747,0.0001887346,0.0003398796,0.000006763394,0.000007787407,0.001600737],"genre_scores_gemma":[0.9985263,0.0007968305,0.000220501,0.00003939294,0.00008937394,0.00002334312,0.000001498212,0.0000136968,0.0002890211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08905458,"threshold_uncertainty_score":0.9998344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1773699253950137,"score_gpt":0.4990334773197104,"score_spread":0.3216635519246967,"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."}}