{"id":"W2580617141","doi":"","title":"Does Workplace Matter? Identities and Experiences of Bangladeshi Immigrant Women Operating Businesses in Toronto","year":2016,"lang":"en","type":"dissertation","venue":"YorkSpace (York University)","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gender studies; Ethnic group; Sociology; Intersectionality; Entrepreneurship; Immigration; Qualitative research; Population; Essentialism; Geography; Political science; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003044941,0.0002055539,0.000369262,0.0002385329,0.0004501883,0.0001368582,0.0003676089,0.0002729841,0.001802398],"category_scores_gemma":[0.00006514501,0.0001661562,0.00005500762,0.000341651,0.0002460337,0.0009865481,0.00004049837,0.0001049594,0.000008644092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005203194,"about_ca_system_score_gemma":0.0002699677,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04944799,"about_ca_topic_score_gemma":0.5688231,"domain_scores_codex":[0.9986792,0.0001679248,0.0002260421,0.000357004,0.0002167407,0.0003530601],"domain_scores_gemma":[0.9991938,0.000148241,0.0002891187,0.0001546582,0.0001145386,0.00009961992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006557777,0.00003140094,0.01661648,0.0001583702,0.00003067682,0.000007406958,0.9795234,0.000002275312,0.00006519084,0.002552494,0.0005235635,0.0004232106],"study_design_scores_gemma":[0.0002272837,0.00001707193,0.006429764,0.0003826116,0.00001544909,1.675266e-7,0.9879695,0.000001381916,0.0001223199,0.0001076623,0.004466552,0.0002602824],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9429122,0.0007016517,0.00001617849,0.0001567436,0.0006547311,0.0002366902,0.000008694302,0.0000316956,0.05528137],"genre_scores_gemma":[0.8285369,0.001585442,0.00007124415,0.00001510365,0.0001329659,0.000008837667,0.00001800666,0.00001318521,0.1696183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5193751,"threshold_uncertainty_score":0.9991101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006946099544142734,"score_gpt":0.2342510396752265,"score_spread":0.2273049401310838,"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."}}