{"id":"W3128283769","doi":"10.1017/9789048501359.005","title":"How Recent Amendments in German Immigration Law Affect Decisions: The Case of Polish Doctors","year":2008,"lang":"en","type":"other","venue":"","topic":"European and International Law Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Affect (linguistics); German; Immigration; Law; Political science; Psychology; Social psychology; History; Communication; Archaeology","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":[0.0184058,0.0003073657,0.0005200139,0.001783054,0.0209283,0.01791347,0.002042987,0.009626785,0.008066298],"category_scores_gemma":[0.03519455,0.0008296019,0.0007357376,0.002529834,0.01975938,0.00700055,0.01161078,0.01149271,0.0007467289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02188162,"about_ca_system_score_gemma":0.0129271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0949362,"about_ca_topic_score_gemma":0.1061825,"domain_scores_codex":[0.9845308,0.005935071,0.0009592302,0.001235778,0.002074367,0.005264807],"domain_scores_gemma":[0.9864175,0.00850529,0.001936318,0.0005749334,0.001219883,0.001346016],"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":[0.000220607,0.0002031134,0.02270133,0.0002195953,0.00009600053,0.009444256,0.4590878,0.0006126151,0.0006196617,0.4667618,0.0170264,0.02300685],"study_design_scores_gemma":[0.0002301926,0.0001327495,0.02859001,0.0008817013,0.0001625138,0.001921653,0.5211948,0.001116191,0.0008475864,0.054806,0.3899007,0.0002158461],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7537875,0.002903831,0.0009035969,0.09694166,0.0003829217,0.0001247545,0.00008089488,0.00001488744,0.14486],"genre_scores_gemma":[0.9745086,0.00115644,0.0002116198,0.01201194,0.00008772018,0.00003238749,0.00002424346,0.00001264362,0.01195436],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0949362,"threshold_uncertainty_score":0.1887672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04484116642534537,"score_gpt":0.3534707520005239,"score_spread":0.3086295855751786,"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."}}