{"id":"W2809552284","doi":"","title":"‘Children of a Common Mother’: Strengthening Health Workforce Migration to Australia and Canada","year":2018,"lang":"en","type":"article","venue":"XIX ISA World Congress of Sociology (July 15-21, 2018)","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Workforce; Economic growth; Political science; Economics","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":[0.009384071,0.0005611706,0.0005526798,0.0009866299,0.03382495,0.008346806,0.004315276,0.006415076,0.01392464],"category_scores_gemma":[0.02142655,0.000580129,0.0006789219,0.001266268,0.009101188,0.006325139,0.01630209,0.01163634,0.001066315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06576416,"about_ca_system_score_gemma":0.4363844,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9556813,"about_ca_topic_score_gemma":0.9879227,"domain_scores_codex":[0.9899714,0.001853436,0.0001740294,0.0004432571,0.001292039,0.006265759],"domain_scores_gemma":[0.9654335,0.001356147,0.0008224932,0.000375738,0.004693877,0.02731821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001255254,0.0004116069,0.04112172,0.0006430908,0.00007170485,0.001746358,0.243623,0.0002754096,0.0008819826,0.02794531,0.5213472,0.1618072],"study_design_scores_gemma":[0.00004870959,0.0001982461,0.06342784,0.001933514,0.00007093904,0.0002729512,0.4935234,0.0001332935,0.0002245565,0.003850758,0.4362184,0.00009741791],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1454649,0.006523245,0.0006859457,0.7869956,0.007733274,0.0002696942,0.0002745756,0.00005489002,0.0519979],"genre_scores_gemma":[0.6452252,0.0113737,0.002880679,0.2581818,0.001360656,0.0004913472,0.0002937527,0.0001257746,0.08006708],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06576416,"threshold_uncertainty_score":0.4771546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04770373305470418,"score_gpt":0.406473018137621,"score_spread":0.3587692850829168,"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."}}