{"id":"W4412517063","doi":"10.1177/01979183251359176","title":"Migration, Advanced Digital Technologies, and the Future of Work","year":2025,"lang":"en","type":"article","venue":"International Migration Review","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Work (physics); Business; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001537736,0.0002509668,0.0003268393,0.00181716,0.001052869,0.004422827,0.0005306061,0.00214372,0.003343164],"category_scores_gemma":[0.001662706,0.0001108192,0.0002731169,0.002310069,0.005063536,0.004940223,0.001497949,0.001745318,0.000554713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0023883,"about_ca_system_score_gemma":0.002985536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003781229,"about_ca_topic_score_gemma":0.005019899,"domain_scores_codex":[0.9991261,0.0003981077,0.00005372422,0.00007943559,0.000167903,0.0001746974],"domain_scores_gemma":[0.9989222,0.0005648648,0.000135142,0.00004764624,0.0001653708,0.0001647657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006087839,0.00007853044,0.002036313,0.00410607,0.00003943844,0.0002988071,0.006670052,0.0004684809,0.0002484687,0.4371687,0.03015053,0.5186737],"study_design_scores_gemma":[0.000009470369,0.00007131678,0.005039458,0.006505312,0.00001805018,0.0005301965,0.0106209,0.0001088777,0.00008434081,0.06050117,0.9164912,0.00001965664],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.004038438,0.9557666,0.000212627,0.01789733,0.0006526058,0.000003543819,0.000009789129,0.000004702101,0.02141434],"genre_scores_gemma":[0.08409123,0.9098972,0.0001716607,0.002259403,0.001148584,0.000007971067,0.00001680209,0.000003584299,0.002403621],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004422827,"threshold_uncertainty_score":0.01732838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005936633536143724,"score_gpt":0.2684361936868424,"score_spread":0.2624995601506986,"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."}}