{"id":"W4413006555","doi":"10.1111/imig.70062","title":"Sending State Perspectives on the Global Migration of Indian Nurses","year":2025,"lang":"en","type":"article","venue":"International Migration","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Wilfrid Laurier University","funders":"Canadian Institutes of Health Research","keywords":"State (computer science); Political science; Development economics; Economic geography; Demographic economics; Geography; Economics; Computer science","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":[0.004595556,0.0001805138,0.0001881329,0.001333088,0.005161229,0.004165676,0.0005481505,0.000885057,0.003011069],"category_scores_gemma":[0.005370349,0.0001336868,0.0001918368,0.00196744,0.006145211,0.002155411,0.006650683,0.001610994,0.0001213753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003278355,"about_ca_system_score_gemma":0.00403599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01919626,"about_ca_topic_score_gemma":0.03537764,"domain_scores_codex":[0.9966319,0.002406982,0.00008532971,0.00009172396,0.0002247714,0.0005592952],"domain_scores_gemma":[0.9950821,0.003327259,0.0006846508,0.0001368076,0.0004034452,0.0003657253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003331104,0.00002178687,0.02369676,0.000248387,0.0000103116,0.0007179306,0.9403365,0.0001203603,0.0002881779,0.01896494,0.001736601,0.01382506],"study_design_scores_gemma":[0.00000139682,0.00001755161,0.009425165,0.0003146039,0.000007763245,0.00009584761,0.9748504,0.00002748648,0.00007259168,0.001200284,0.01397822,0.000008695301],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9392971,0.002389511,0.0002875211,0.01228025,0.0001357053,0.00001368203,0.00004025755,0.000005910897,0.04555006],"genre_scores_gemma":[0.9967265,0.001469458,0.0000579501,0.0007199778,0.00002374184,0.000007393861,0.000009486836,0.000003044014,0.0009824089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01919626,"threshold_uncertainty_score":0.03816909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02711626958485883,"score_gpt":0.4471987196743189,"score_spread":0.42008245008946,"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."}}