{"id":"W4221107963","doi":"10.1080/08865655.2022.2049350","title":"Security and Trade in African Borderlands – An Introduction","year":2022,"lang":"en","type":"article","venue":"Journal of Borderlands Studies","topic":"International Development and Aid","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Livelihood; Securitization; Politics; Political economy; Balance (ability); Political science; Economic integration; Development economics; Sociology; Economics; Geography; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006773068,0.0006180477,0.00053781,0.002652572,0.003010371,0.005423594,0.0005200102,0.002585031,0.01279165],"category_scores_gemma":[0.001228227,0.0002939316,0.0003673391,0.003350339,0.002432054,0.006092746,0.00252435,0.00277614,0.000988143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001402268,"about_ca_system_score_gemma":0.0009886577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003551328,"about_ca_topic_score_gemma":0.005244565,"domain_scores_codex":[0.9997323,0.0001088547,0.00002455462,0.00002878814,0.00004834983,0.00005711903],"domain_scores_gemma":[0.9992798,0.0004828488,0.00007209735,0.00002031697,0.00007298667,0.00007192175],"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":[0.00005180553,0.0001770752,0.004524726,0.001634054,0.00002261466,0.001138883,0.0115229,0.0007063755,0.0006850246,0.584146,0.2441397,0.1512508],"study_design_scores_gemma":[0.000002981302,0.0000428198,0.00490526,0.002172255,0.000006237232,0.0005014487,0.006809515,0.0001972514,0.0000758964,0.03164866,0.9536208,0.00001683915],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01831129,0.7136462,0.002317304,0.06779346,0.03282314,0.00007728978,0.0002430335,0.00003426088,0.1647539],"genre_scores_gemma":[0.106647,0.7545588,0.002064878,0.011658,0.04830891,0.0001460425,0.0003784003,0.00007539408,0.07616261],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01279165,"threshold_uncertainty_score":0.04279238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02135843987140688,"score_gpt":0.3211687879355495,"score_spread":0.2998103480641426,"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."}}