{"id":"W3049567827","doi":"10.1177/0018726720949630","title":"Identity work in refugee workforce integration: The role of newcomer support organizations","year":2020,"lang":"en","type":"article","venue":"Human Relations","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Sensemaking; Refugee; Workforce; Identity (music); Public relations; Sociology; Psychological resilience; Work (physics); Political science; Psychology; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000237099,0.000053967,0.00007864876,0.00004902745,0.0004935443,0.0000522892,0.0002750194,0.00005703381,0.001755747],"category_scores_gemma":[0.0002310763,0.00004574838,0.00004062676,0.0008411484,0.0001072293,0.0002889936,0.00004358544,0.0001436726,0.0001601729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005892433,"about_ca_system_score_gemma":0.00005905331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005501966,"about_ca_topic_score_gemma":0.006005212,"domain_scores_codex":[0.9991786,0.00008596652,0.0002310678,0.0001037545,0.0002952818,0.0001053426],"domain_scores_gemma":[0.999541,0.00008661606,0.00009130532,0.00008119998,0.0001599958,0.00003984259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000004167114,0.00003108087,0.04700708,7.562575e-7,0.00001093364,4.09994e-7,0.1631658,0.0001492187,0.00004900581,0.7883067,0.0009333338,0.0003415118],"study_design_scores_gemma":[0.0008201936,0.00008782202,0.3066881,0.00009052941,0.00008212838,4.303148e-7,0.3044418,0.0001708225,0.0002309752,0.1097568,0.2771879,0.0004424726],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8205415,0.000315715,0.0008061326,0.01582609,0.0001819831,0.0003531738,0.000006216022,0.0000706129,0.1618986],"genre_scores_gemma":[0.9969482,0.00004724471,0.00007204618,0.0001216651,0.00021836,0.000006579083,0.00002707303,0.000006503345,0.002552301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6785499,"threshold_uncertainty_score":0.9991568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04789274854948324,"score_gpt":0.3457104053991108,"score_spread":0.2978176568496276,"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."}}