{"id":"W2893880865","doi":"10.1007/978-1-137-29556-9_17","title":"Trust or betrayal: immigrant engineers’ employment-seeking experiences in Canada","year":2013,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Betrayal; Context (archaeology); Immigration; Interview; Social psychology; Public relations; Psychology; Gatekeeping; Work (physics); Political science; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002251402,0.0004073535,0.0006033076,0.001734459,0.03443892,0.00969803,0.002295875,0.002216814,0.004382145],"category_scores_gemma":[0.005134493,0.0004478129,0.0003273311,0.003477142,0.01023202,0.00232763,0.006629977,0.003879968,0.0003569593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0796616,"about_ca_system_score_gemma":0.1057838,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9849297,"about_ca_topic_score_gemma":0.9948968,"domain_scores_codex":[0.9976048,0.0003923555,0.00006595147,0.0001456631,0.0006670061,0.001124046],"domain_scores_gemma":[0.9954986,0.0008857444,0.0004533945,0.00007189142,0.0009890522,0.002101251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003367866,0.00004391579,0.01668089,0.00004400853,0.000005324654,0.001152889,0.9709234,0.00003591488,0.0002320185,0.002350072,0.002060174,0.006437731],"study_design_scores_gemma":[0.000001928729,0.00001542585,0.0153655,0.00009359264,0.000004220436,0.0001893738,0.9716545,0.00006152842,0.00005517133,0.0001429301,0.01239123,0.00002459221],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805748,0.001308451,0.00005054815,0.003613429,0.00004875157,0.00001743321,0.00005513676,0.000008098425,0.01432337],"genre_scores_gemma":[0.9913186,0.00119123,0.00005938702,0.0006552062,0.000006376717,0.000009037491,0.00003407943,0.00001015239,0.006715984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0796616,"threshold_uncertainty_score":0.577988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04633427429683688,"score_gpt":0.3223036092448422,"score_spread":0.2759693349480053,"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."}}