{"id":"W2910882591","doi":"10.7202/1055575ar","title":"Competing Motivations in Germany’s Higher Education Response to the “Refugee Crisis”","year":2018,"lang":"en","type":"article","venue":"Refuge Canada s Journal on Refuge","topic":"Education and experiences of immigrants and refugees","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"German; Refugee; Scholarship; Refugee crisis; Political science; Politics; Higher education; Public administration; Economic growth; Public relations; Sociology; Economics; Law; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001661229,0.0001778261,0.0001952216,0.0002729158,0.001912978,0.0002459826,0.0006298242,0.00008957362,0.001265105],"category_scores_gemma":[0.0004139384,0.0001201781,0.00007135195,0.0008691897,0.0001705712,0.0002254748,0.0000363785,0.0004255785,0.00007751062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009190713,"about_ca_system_score_gemma":0.00377324,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01227211,"about_ca_topic_score_gemma":0.1760039,"domain_scores_codex":[0.9972015,0.000668645,0.0004796159,0.0002693357,0.0008253998,0.0005554947],"domain_scores_gemma":[0.9984872,0.0001970891,0.0002175223,0.0003065968,0.0003423813,0.0004492321],"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":[0.0006987543,0.0005487316,0.003254783,0.00001275275,0.00006120015,0.00004467013,0.01015223,0.00009020185,0.0007599893,0.8906345,0.08894973,0.004792488],"study_design_scores_gemma":[0.0001555294,0.00007737443,0.02916227,0.00008897667,0.000005042963,0.000008732146,0.00147296,0.000001975736,0.00004681818,0.0002443719,0.9685595,0.0001764363],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9275162,0.0002518547,0.000004494859,0.06635894,0.0039492,0.0002111637,0.000005979826,0.00002071621,0.001681401],"genre_scores_gemma":[0.9673188,0.00005497767,0.0001835861,0.02374085,0.002121771,0.00002554767,0.000001936288,0.00001808473,0.0065345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8903901,"threshold_uncertainty_score":0.9996479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01771994693824757,"score_gpt":0.3346020271567793,"score_spread":0.3168820802185318,"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."}}