{"id":"W4311401736","doi":"10.1093/migration/mnac038","title":"Formal and informal support networks as sources of resilience and sources of oppression for temporary foreign workers in Canada","year":2022,"lang":"en","type":"article","venue":"Migration Studies","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University; University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Settlement (finance); Oppression; Immigration; Government (linguistics); Psychological resilience; Public relations; Focus group; Service (business); Sociology; Participatory action research; Harm; Economic growth; Political science; Business; Economics; Social psychology; Law; Psychology; Politics; Finance; Marketing","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":[],"consensus_categories":[],"category_scores_codex":[0.0005540605,0.00006661989,0.0001681684,0.00006680872,0.0005299412,0.00001200774,0.00007208254,0.00002314553,0.00001394857],"category_scores_gemma":[0.0001032994,0.00005979948,0.00001771683,0.0002036424,0.0001766262,0.0002467373,0.00008784602,0.00005732958,1.551842e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004705238,"about_ca_system_score_gemma":0.0003990627,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.446562,"about_ca_topic_score_gemma":0.9608749,"domain_scores_codex":[0.9991389,0.0000662049,0.0002905361,0.0001011307,0.0002529889,0.0001502623],"domain_scores_gemma":[0.9994517,0.0001854672,0.0001988428,0.00004878829,0.00007984135,0.0000353918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008528487,0.000009378555,0.9481595,0.00003261318,0.00001536524,6.982822e-7,0.03965902,0.005799247,0.000006503722,0.001431268,0.001690028,0.003111074],"study_design_scores_gemma":[0.0004339789,0.0001656649,0.09043074,0.00003125615,0.00001384725,0.000001376925,0.8909804,0.01005605,0.00006711896,0.0001633231,0.007532966,0.0001232824],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974996,0.00122139,0.0001232861,0.0002923512,0.00004963676,0.0002573246,0.00002226779,0.000005685833,0.0005284279],"genre_scores_gemma":[0.9987428,0.000609199,0.0000935307,0.00009689193,0.00001584081,0.00004723535,0.00000987568,0.000002943865,0.0003817029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8577288,"threshold_uncertainty_score":0.5571234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0170446299283407,"score_gpt":0.2781730810008985,"score_spread":0.2611284510725578,"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."}}