{"id":"W7033763242","doi":"","title":"Rethinking the attractiveness of EU labour immigration policies comparative perspectives on the EU, the US, Canada and beyond ; [papers from a seminar held February 14, 2014 in Brussels, Belgium and co-organized by the Justice and Home Affairs Section of the Centre for European Policy Studies (CEPS) and the former Directorate-General for Home Affairs (DG Home) of the European Commission]","year":2014,"lang":"en","type":"article","venue":"","topic":"COVID-19 diagnosis using AI","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Attractiveness; Immigration policy; Incentive; Commission; European union; Competition (biology)","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":[0.006697446,0.0004880092,0.0004840013,0.002278995,0.02413191,0.02533322,0.001740658,0.00377767,0.003246235],"category_scores_gemma":[0.006052956,0.0002287046,0.0003510118,0.004215182,0.03240604,0.006498362,0.00711424,0.006811847,0.0001423773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05439318,"about_ca_system_score_gemma":0.05726614,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7768444,"about_ca_topic_score_gemma":0.8494254,"domain_scores_codex":[0.9928809,0.00271372,0.0001101314,0.0003780157,0.001184243,0.002733083],"domain_scores_gemma":[0.9973714,0.001483249,0.0001517437,0.0000662761,0.0005096,0.0004177031],"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":[0.0000310008,0.00001489511,0.001715421,0.00008768673,0.00001649245,0.0003057281,0.1511863,0.0002156038,0.0001097136,0.8221359,0.01224739,0.01193392],"study_design_scores_gemma":[0.00001570548,0.00002081168,0.01602942,0.001208,0.00004240225,0.0001533379,0.5840807,0.0003406296,0.0003276713,0.0465298,0.3511825,0.00006898947],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2863319,0.02677729,0.0009827244,0.1360751,0.0009681684,0.00004041201,0.0001239079,0.00001776563,0.5486827],"genre_scores_gemma":[0.9732065,0.007632598,0.0002678757,0.00734572,0.00007348403,0.00002076263,0.00003011881,0.00003108487,0.01139184],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2231556,"threshold_uncertainty_score":0.4489395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01828717153026441,"score_gpt":0.2795121029679468,"score_spread":0.2612249314376823,"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."}}