{"id":"W2087000085","doi":"10.1177/03058298070360010204","title":"Book Review: Elspeth Guild and Joanne van Selm (eds.), International Migration and Security: Opportunities and Challenges (Abingdon: Routledge, 2005, 280 pp., £76.00 hbk.)","year":2007,"lang":"en","type":"article","venue":"Millennium Journal of International Studies","topic":"Global Political and Social Dynamics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Guild; Sociology; Media studies; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001750905,0.0001995102,0.000404151,0.0001374265,0.0003728836,0.0000987082,0.0002371183,0.0001063404,0.00009802009],"category_scores_gemma":[0.0006761781,0.0001707814,0.00009591373,0.00005744522,0.00067341,0.0004823299,0.0001803034,0.0002388195,0.000002116544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001887278,"about_ca_system_score_gemma":0.00006692786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001954304,"about_ca_topic_score_gemma":0.001446653,"domain_scores_codex":[0.9979885,0.0001315911,0.0006306901,0.0002091232,0.0007161832,0.0003239503],"domain_scores_gemma":[0.9980959,0.0003361609,0.0003657622,0.00006057266,0.0008871898,0.0002543977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002139561,0.0002779568,0.00235274,0.0004875297,0.001622947,0.0001930935,0.0263898,0.000003022669,0.00002459287,0.1434107,0.7737952,0.05122843],"study_design_scores_gemma":[0.0003910315,0.00009784347,0.002319539,0.0005855334,0.00006719746,0.00006292237,0.01064989,0.00002695593,0.000006181742,0.002243366,0.9833711,0.0001784128],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00807933,0.8873206,0.00004047653,0.0895177,0.001130125,0.0001271536,0.00002855415,0.00001728246,0.01373881],"genre_scores_gemma":[0.01358952,0.979484,0.0002222892,0.003484468,0.001518302,0.000003290247,0.000004804561,0.00001013176,0.001683198],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2095759,"threshold_uncertainty_score":0.6964264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04892880340056396,"score_gpt":0.3358584035232399,"score_spread":0.286929600122676,"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."}}