{"id":"W1558870618","doi":"10.1111/j.1747-7379.2010.00832.x","title":"Transatlantic Opinion on Immigration: Greater Worries and Outlier Optimism","year":2010,"lang":"en","type":"article","venue":"International Migration Review","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Public opinion; Optimism; Political science; Skepticism; Politics; Immigration policy; Public support; Development economics; Economic growth; Public administration; Economics; Law; Psychology","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":[0.0006291176,0.0001774866,0.0002000151,0.0001301002,0.0003398659,0.0002154784,0.0002166537,0.0001274269,0.001920843],"category_scores_gemma":[0.0002964842,0.0001479707,0.0001059359,0.0001701423,0.0001496352,0.0005876889,0.00001048287,0.0002333253,0.0001572306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004880337,"about_ca_system_score_gemma":0.00009244624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006568584,"about_ca_topic_score_gemma":0.01170017,"domain_scores_codex":[0.9983985,0.0001429742,0.0004299758,0.0003160036,0.0005429631,0.0001696208],"domain_scores_gemma":[0.9991096,0.0000835983,0.0001668341,0.0001852863,0.0003448413,0.000109883],"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":[0.0001232925,0.000336893,0.009568306,0.0003937437,0.0001629331,0.000005863405,0.02686567,0.00002742406,0.00265807,0.6209214,0.1907555,0.1481809],"study_design_scores_gemma":[0.0001808278,0.00005699132,0.00332915,0.0005292388,0.00001930774,0.000007181379,0.0002385365,0.0003329313,0.0002057004,0.0007221262,0.9941712,0.0002068257],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5290564,0.02540811,0.01092504,0.3039426,0.01708435,0.004977184,0.0001520621,0.0008089039,0.1076454],"genre_scores_gemma":[0.8529294,0.1298868,0.001413649,0.005442539,0.001971898,0.0002085298,0.0003721002,0.00002910958,0.007746003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8034157,"threshold_uncertainty_score":0.9989915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01878160524227033,"score_gpt":0.3282472225048654,"score_spread":0.3094656172625951,"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."}}