{"id":"W4382051370","doi":"10.3386/w31385","title":"Is it the Message or the Messenger? Examining Movement in Immigration Beliefs","year":2023,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Immigration; Movement (music); Messenger RNA; Psychology; Computer science; Social psychology; Political science; Biology; Genetics; Gene; Art","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002743444,0.0001618539,0.0002421052,0.0002916243,0.0006142558,0.001407686,0.0002250736,0.0006501591,0.00424448],"category_scores_gemma":[0.01215589,0.0002939529,0.0001797988,0.0001922638,0.0009246789,0.0007220866,0.0008448726,0.001005908,0.0004362768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003082887,"about_ca_system_score_gemma":0.0003205632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002305222,"about_ca_topic_score_gemma":0.003460481,"domain_scores_codex":[0.9991972,0.0005018175,0.00002300725,0.0001112116,0.00009338337,0.00007340727],"domain_scores_gemma":[0.9917802,0.006217462,0.001168778,0.0003213321,0.000233399,0.0002787624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005274279,0.006988173,0.7514802,0.0003115069,0.000213714,0.000337771,0.09912151,0.0006885759,0.06935653,0.005503919,0.001120545,0.05960324],"study_design_scores_gemma":[0.0001968321,0.001478233,0.9595494,0.00006017047,0.0001419333,0.0000592462,0.0297068,0.001286855,0.004419124,0.00170507,0.001366912,0.000029349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979425,0.00001399825,0.00009020035,0.00008076652,0.000003793652,0.00001099301,0.0000142488,0.000001828194,0.001841736],"genre_scores_gemma":[0.9989763,0.00002730752,0.0001874278,0.00007622391,0.000007831535,0.0000369666,0.0000304985,0.000003904099,0.0006534358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00424448,"threshold_uncertainty_score":0.01450884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6080637664124817,"score_gpt":0.5839107525962143,"score_spread":0.02415301381626744,"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."}}