{"id":"W2131284184","doi":"10.1177/095001702762217461","title":"Unemployed Professionals, Stigma Management and Derivative Stigmata","year":2002,"lang":"en","type":"article","venue":"Work Employment and Society","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Stigmata; Stigma (botany); Psychology; Medicine; Psychiatry; Geography","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":[0.004425629,0.0001933072,0.0003123566,0.001640827,0.008637552,0.004777491,0.0005759685,0.003047938,0.005468336],"category_scores_gemma":[0.01153576,0.0002444126,0.0002299334,0.001172516,0.01574548,0.002988859,0.003105863,0.002657366,0.0001773067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003104438,"about_ca_system_score_gemma":0.006137953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008723664,"about_ca_topic_score_gemma":0.01688576,"domain_scores_codex":[0.9977856,0.001119295,0.00008945693,0.0001012094,0.000329275,0.000575158],"domain_scores_gemma":[0.9930195,0.004128221,0.0009715659,0.0002731198,0.0004647249,0.001142892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002717211,0.0007359448,0.04348525,0.0003661268,0.00003168124,0.001505899,0.2030436,0.0002151468,0.0005180925,0.6612542,0.008586938,0.07998545],"study_design_scores_gemma":[0.0001414139,0.0002572522,0.1092573,0.001676566,0.0001046593,0.002929524,0.3379122,0.0007898196,0.0006092669,0.4750602,0.07117913,0.00008263755],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7119395,0.02103083,0.001991293,0.07835397,0.0005710196,0.00005107617,0.00004573935,0.00001430736,0.1860023],"genre_scores_gemma":[0.9941703,0.001953804,0.0001298682,0.0007495778,0.00010228,0.00001312805,0.000004111915,0.000003192678,0.002873879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008723664,"threshold_uncertainty_score":0.02340525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05715904529672303,"score_gpt":0.3526281953916054,"score_spread":0.2954691500948824,"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."}}