{"id":"W3121122966","doi":"10.1002/wps.20819","title":"Public attitudes towards migrants: understanding cross‐national and individual differences","year":2021,"lang":"en","type":"article","venue":"World Psychiatry","topic":"Social and Intergroup Psychology","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Refugee; Immigration policy; Political science; Public opinion; Perception; European Social Survey; Demographic economics; Development economics; Psychology; Politics; Law; Economics","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":[0.004049366,0.0003585067,0.0005193892,0.001506194,0.001389448,0.002706682,0.0007777616,0.001127337,0.003806493],"category_scores_gemma":[0.009772126,0.0003560956,0.0006529012,0.001570377,0.001262571,0.002518737,0.002161477,0.001721432,0.0003625078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00124925,"about_ca_system_score_gemma":0.0007962306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01165193,"about_ca_topic_score_gemma":0.01162183,"domain_scores_codex":[0.9981667,0.0007896504,0.00009076093,0.0003037593,0.0003078131,0.0003412367],"domain_scores_gemma":[0.992637,0.003209856,0.002067037,0.0004375972,0.0007844751,0.0008640022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001503632,0.0005290372,0.9188846,0.0001636647,0.0002573013,0.0001631768,0.05442913,0.0001098471,0.0001949408,0.001455885,0.0009525181,0.02270949],"study_design_scores_gemma":[0.000004517718,0.00007741423,0.9706654,0.0001074992,0.00005015242,0.00005775762,0.02684458,0.0002481078,0.00004262843,0.0007281469,0.001158522,0.00001530452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957275,0.0009014175,0.000169595,0.0007713571,0.0000409786,0.00001562431,0.000130496,0.000003045751,0.002240013],"genre_scores_gemma":[0.9985816,0.0005302351,0.0001376231,0.0001959802,0.00002129857,0.00002542283,0.0001283738,0.0000036154,0.0003757142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01165193,"threshold_uncertainty_score":0.02316821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2282840596413313,"score_gpt":0.3913020873656839,"score_spread":0.1630180277243526,"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."}}