{"id":"W2054687954","doi":"10.1002/psp.534","title":"Care worker migration, Australia and development","year":2009,"lang":"en","type":"article","venue":"Population Space and Place","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Government (linguistics); Quarter (Canadian coin); Economic growth; Business; Labour economics; Economics; Political science; Geography; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001239318,0.00005362622,0.00005430816,0.00003214866,0.0003007833,0.00008305808,0.00002185983,0.00005807052,0.00006730425],"category_scores_gemma":[0.00002240211,0.00005206036,0.00000647397,0.00009230061,0.00001896423,0.0001360716,0.000003556884,0.00003865281,0.000008107391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000307685,"about_ca_system_score_gemma":0.00002713417,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009865174,"about_ca_topic_score_gemma":0.05101181,"domain_scores_codex":[0.9995518,0.00004080792,0.00008474262,0.0001042094,0.0001228557,0.00009557785],"domain_scores_gemma":[0.9997895,0.00001600925,0.00003627939,0.00003896871,0.00004763229,0.00007162147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002323358,0.00001711097,0.7192966,0.00001058464,0.000006835696,0.000001391801,0.1670834,0.0003010893,0.00002427476,0.08370366,0.0044652,0.0250666],"study_design_scores_gemma":[0.0001634201,0.00001251164,0.6593199,0.00001413527,0.000005605491,6.197996e-7,0.01027291,0.000275015,0.0000102588,0.0002490483,0.3295406,0.0001360344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947175,0.0001817239,0.0002927084,0.003663804,0.00004979824,0.0001048298,0.000001598805,0.00003307704,0.0009549347],"genre_scores_gemma":[0.9926868,0.00006961253,0.001711359,0.0001579986,0.00004702103,0.000001584743,0.00003640756,0.000001890934,0.005287336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3250753,"threshold_uncertainty_score":0.9663048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0255232837409442,"score_gpt":0.3158019372484955,"score_spread":0.2902786535075513,"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."}}