{"id":"W2280516350","doi":"","title":"The Meaning and Future of 'Skilled Migration'","year":2006,"lang":"en","type":"article","venue":"Around the globe","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Project commissioning; Meaning (existential); Publishing; Destinations; Term (time); Public relations; Political science; Sociology; Business; Psychology; Law; Tourism","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":[0.0003745594,0.00003692569,0.00004267958,0.000007086654,0.0007244566,0.00008797891,0.0001152881,0.00002957261,0.0000166036],"category_scores_gemma":[0.00002883999,0.00001949801,0.00002193837,0.0001397868,0.000179664,0.00006066749,0.0000123138,0.00004145016,0.000003085431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001395213,"about_ca_system_score_gemma":0.00003329444,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003414416,"about_ca_topic_score_gemma":0.1354948,"domain_scores_codex":[0.9995118,0.00009355042,0.00009310035,0.00005443508,0.0001539702,0.00009311046],"domain_scores_gemma":[0.9996576,0.0001206084,0.00005806726,0.00009390598,0.00005432016,0.00001544444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003079575,0.000005776653,0.001436994,6.969278e-7,0.00000449869,1.353764e-7,0.01064015,0.00001249746,0.00003618785,0.9831533,0.002381246,0.002325393],"study_design_scores_gemma":[0.0001062821,0.000008150281,0.004035051,0.000002762734,0.000009816996,7.204794e-7,0.02795812,0.0006125693,0.00001642522,0.05195938,0.9152414,0.00004927473],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8815423,0.001210739,0.0001237967,0.027745,0.0003407895,0.0001668356,0.000004218345,0.00002901376,0.08883727],"genre_scores_gemma":[0.9946031,0.0007068212,0.00008252809,0.0001628168,0.0005770563,0.000002984479,0.000002184194,0.000002432748,0.003860072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9311939,"threshold_uncertainty_score":0.8802802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006105209936666671,"score_gpt":0.2468521659367584,"score_spread":0.2407469560000918,"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."}}