{"id":"W4392499987","doi":"10.1080/14650045.2024.2321499","title":"Parties’ Platforms, Migration, and Security: Patterns and Determinants","year":2024,"lang":"en","type":"article","venue":"Geopolitics","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Irregular migration; Border Security; Computer security; Business; Computer science; Political science; Economic geography; Geography; International trade","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002133385,0.00007800412,0.00008522254,0.00005427999,0.000318483,0.000283196,0.00004333014,0.00008351621,0.00007936993],"category_scores_gemma":[0.00007837168,0.0000673964,0.00001921986,0.00006727297,0.0001437105,0.0003722401,0.00001606358,0.00007364306,0.0000154875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003347089,"about_ca_system_score_gemma":0.00008279864,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004488042,"about_ca_topic_score_gemma":0.06274995,"domain_scores_codex":[0.9993027,0.00002429587,0.0001469374,0.0001531298,0.0001572594,0.0002156852],"domain_scores_gemma":[0.9996915,0.00005706778,0.00002200056,0.00007057589,0.00005319027,0.0001056885],"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":[0.000002244583,0.00001354365,0.0583476,0.00009910636,0.00001149314,0.000007783838,0.09591141,1.572072e-7,0.000004465801,0.8342931,0.003361393,0.007947749],"study_design_scores_gemma":[0.0001353401,0.00008942671,0.01293361,0.0001409184,0.00004736206,0.0000201889,0.02030074,0.004198367,0.0006544838,0.4291595,0.5320206,0.0002994824],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964046,0.0007332716,0.0001601988,0.0002105042,0.000284635,0.0001052107,0.000039126,0.0000755756,0.001986874],"genre_scores_gemma":[0.9959307,0.001139938,0.00003348473,0.0001683798,0.0003316932,0.000006986155,0.00001801913,0.000007380272,0.00236339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5286592,"threshold_uncertainty_score":0.9543524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0149913102569545,"score_gpt":0.2985110646265984,"score_spread":0.2835197543696439,"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."}}