{"id":"W2581335090","doi":"","title":"Maahanmuutto- ja innovaatiopolitiikat kansainvälisessä osaajakilpailussa : Tarkastelussa Suomi, Irlanti, Iso-Britannia, Kanada, Saksa ja Yhdysvallat","year":2008,"lang":"fi","type":"article","venue":"","topic":"Innovation Policy and R&D","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Workforce; Work (physics); Immigration policy; Business; Public policy; Best practice; Political science; Economic growth; Economics; Engineering","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":[0.002515254,0.0005222323,0.0005699837,0.001248839,0.002995464,0.01210119,0.0006291137,0.002075843,0.06835344],"category_scores_gemma":[0.003827329,0.0003759,0.0004238353,0.001492741,0.001058966,0.003748653,0.002844673,0.00226125,0.02152266],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002278964,"about_ca_system_score_gemma":0.007539138,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003498958,"about_ca_topic_score_gemma":0.004597334,"domain_scores_codex":[0.9986749,0.0002648942,0.00009886677,0.0003170118,0.0004095784,0.0002348958],"domain_scores_gemma":[0.9978404,0.0007732431,0.0003142421,0.0001251627,0.0004980625,0.0004489016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000667928,0.000827511,0.04570854,0.004395412,0.0001089401,0.003641062,0.0217526,0.0008998675,0.01065522,0.09546264,0.163542,0.6523383],"study_design_scores_gemma":[0.00002012833,0.00009111232,0.01705365,0.001063314,0.00004529116,0.0009825212,0.007248963,0.0003704495,0.002288597,0.003996814,0.9667922,0.0000471295],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1950171,0.1393622,0.00702425,0.06665775,0.009647299,0.0004051889,0.002208421,0.0009654404,0.5787124],"genre_scores_gemma":[0.5427115,0.05441931,0.008856542,0.004023101,0.001379836,0.0003574078,0.001604357,0.0003526511,0.3862952],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.997721,"threshold_uncertainty_score":0.2286651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04828794276338755,"score_gpt":0.2227201794253899,"score_spread":0.1744322366620023,"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."}}