{"id":"W2995612512","doi":"10.1177/0269094219889877","title":"Ukrainian migrants in Poland: Socio-economic inclusion or exclusion?","year":2019,"lang":"en","type":"article","venue":"Local Economy The Journal of the Local Economy Policy Unit","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ukrainian; Inclusion (mineral); Work (physics); Inclusion–exclusion principle; Economic shortage; Political science; Economic growth; Social exclusion; Economy; Development economics; Sociology; Economics; Gender studies","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002723315,0.0002554786,0.0005225909,0.0003187026,0.0008711027,0.0001204963,0.001634828,0.0002382956,0.001559054],"category_scores_gemma":[0.0001146277,0.0001537391,0.0002913171,0.0003562788,0.0006903883,0.0006113611,0.0005834167,0.0006771695,0.0002136509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001260981,"about_ca_system_score_gemma":0.002264576,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009814213,"about_ca_topic_score_gemma":0.08312052,"domain_scores_codex":[0.9972849,0.0007738332,0.00102368,0.0002024095,0.0001488652,0.0005663229],"domain_scores_gemma":[0.9978016,0.000602809,0.0007793119,0.0004383195,0.00009517229,0.0002827925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002695005,0.0006707908,0.03674237,0.0001333329,0.0005539903,0.00003153846,0.3927421,0.1511539,0.00003807363,0.2769614,0.00600702,0.1322705],"study_design_scores_gemma":[0.002588217,0.0002039782,0.002212575,0.0001092774,0.00004157636,0.0000544861,0.02454875,0.02664473,0.00002494104,0.02388031,0.9193031,0.0003881237],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8786148,0.0001301813,0.0008676223,0.06035221,0.0006928439,0.0006183072,0.00001919221,0.00002060723,0.05868421],"genre_scores_gemma":[0.9855531,0.0002183396,0.00002340578,0.008340386,0.0006959257,0.000004187151,0.000001633852,0.00002590365,0.005137115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.913296,"threshold_uncertainty_score":0.9993536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01451521787885213,"score_gpt":0.2933444495542477,"score_spread":0.2788292316753956,"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."}}