{"id":"W4385755641","doi":"10.1177/00220027231195066","title":"Changes in Perceptions of Border Security Influence Desired Levels of Immigration","year":2023,"lang":"en","type":"article","venue":"Journal of Conflict Resolution","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Concordia University; University of Guelph; University of Pennsylvania","keywords":"Immigration; Border Security; Perception; Isolation (microbiology); Immigration policy; Government (linguistics); Control (management); Demographic economics; Political science; Economics; Psychology; Public administration; Law","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":[0.002113158,0.0002197232,0.0002476415,0.0003485212,0.0004659654,0.00175742,0.0002275286,0.0006343975,0.004765325],"category_scores_gemma":[0.009242356,0.0001864712,0.0002994019,0.0002438882,0.001121344,0.0005464689,0.000949366,0.0009534768,0.0003125261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004432816,"about_ca_system_score_gemma":0.0003100469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001753082,"about_ca_topic_score_gemma":0.002311597,"domain_scores_codex":[0.9985498,0.0008514092,0.00006406863,0.0001799353,0.0001739305,0.0001809604],"domain_scores_gemma":[0.9905213,0.004992282,0.002134152,0.0007533001,0.0003474996,0.001251476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003524106,0.009620267,0.9016934,0.000158099,0.0002505406,0.000275644,0.01454491,0.001505513,0.03336151,0.003504003,0.000505294,0.03105669],"study_design_scores_gemma":[0.00008293973,0.001470622,0.9895577,0.00001765559,0.00004458558,0.00003448117,0.005128167,0.0009172886,0.001293727,0.0006550029,0.0007773146,0.00002064291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979982,0.00001362078,0.00007828746,0.00003013231,0.000003413659,0.000008782386,0.000009485851,0.000002079796,0.00185592],"genre_scores_gemma":[0.9995329,0.00001627782,0.00009981134,0.00002107194,0.000001809863,0.000009767003,0.00001401502,0.000001463923,0.0003028532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004765325,"threshold_uncertainty_score":0.01594162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03789512176759247,"score_gpt":0.3604651199856524,"score_spread":0.3225699982180599,"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."}}