{"id":"W3036374780","doi":"10.1080/08865655.2020.1777889","title":"Security at the borders. Transnational practices and technologies in West Africa","year":2020,"lang":"en","type":"article","venue":"Journal of Borderlands Studies","topic":"Peacebuilding and International Security","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; International trade; Economy; Business; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008902008,0.00006967569,0.0001714188,0.00005893717,0.0003435317,0.00004617044,0.0002021729,0.00004712709,0.00002336075],"category_scores_gemma":[0.002734673,0.00004462573,0.00004470926,0.0002287563,0.0003640485,0.000264651,0.00006708213,0.0002541131,8.10204e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007081654,"about_ca_system_score_gemma":0.00008354379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006565966,"about_ca_topic_score_gemma":0.003287267,"domain_scores_codex":[0.9990252,0.0001150349,0.0002404851,0.00009327673,0.0003935728,0.00013247],"domain_scores_gemma":[0.9987639,0.0005523132,0.0003906099,0.00003374397,0.0002261392,0.00003328027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006335415,0.0003512167,0.1866031,0.0001155354,0.0008474582,0.0001143892,0.5391385,0.0001491186,0.0004022072,0.1220967,0.1411767,0.008371577],"study_design_scores_gemma":[0.0006156255,0.0001610674,0.009797461,0.00003068964,0.00003448807,0.00001218664,0.1161377,0.00007194182,0.00006562404,0.006656236,0.8663055,0.0001114388],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5827501,0.03779091,0.000007837995,0.3748475,0.0001246902,0.00007189556,0.000006140655,0.00002127093,0.004379609],"genre_scores_gemma":[0.9780017,0.02160688,0.00006618199,0.0001535627,0.0001118214,0.000002759386,2.794659e-7,0.000002601723,0.0000542746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7251288,"threshold_uncertainty_score":0.3273856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05782036580941793,"score_gpt":0.3726150107710223,"score_spread":0.3147946449616044,"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."}}