{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002031339,0.000126578,0.0002077024,0.002567274,0.001084861,0.00202363,0.0004062926,0.0004220816,0.004724677],"category_scores_gemma":[0.01167196,0.0001516729,0.0001818483,0.004738631,0.001884062,0.001746324,0.002701139,0.0007770035,0.0005321877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006606612,"about_ca_system_score_gemma":0.0005648806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008151683,"about_ca_topic_score_gemma":0.01211891,"domain_scores_codex":[0.9982821,0.0007617224,0.0001565183,0.0002201569,0.0003267202,0.0002528918],"domain_scores_gemma":[0.9858302,0.007387474,0.004582883,0.0009164158,0.0007665504,0.0005162987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009496178,0.00005660939,0.9163759,0.0001358779,0.00003829769,0.0002916692,0.05297984,0.0001792121,0.0008334598,0.007824712,0.000857889,0.02033159],"study_design_scores_gemma":[0.000003273097,0.00002096718,0.9348126,0.00008853218,0.000008642151,0.0001307708,0.05760619,0.0003129929,0.0002005469,0.0008920137,0.005913408,0.00001016288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946575,0.0001664156,0.0002980501,0.0002526796,0.000006255824,0.0000129787,0.0002277929,0.000002923243,0.004375353],"genre_scores_gemma":[0.9988419,0.0001113765,0.0001849245,0.0000179913,0.000007688568,0.00001569298,0.000194161,0.00000467324,0.0006214691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008151683,"threshold_uncertainty_score":0.01620847,"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."}}