{"id":"W4377239110","doi":"10.21153/thl2023art1787","title":"Social positioning in humanitarian diplomacy: INGOs in North Korea","year":2023,"lang":"en","type":"article","venue":"The Humanitarian Leader","topic":"Middle East and Rwanda Conflicts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec","funders":"Academy of Korean Studies","keywords":"Diplomacy; Humanitarian aid; Position (finance); Political science; International relations; Field (mathematics); Development aid; Humanitarian crisis; Business; Politics; Law","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001022759,0.0001537609,0.0002006009,0.000320008,0.001508985,0.0001695478,0.0004896335,0.0001228968,0.0002564111],"category_scores_gemma":[0.0001066527,0.0001363303,0.00007127456,0.001111142,0.0003922823,0.00025667,0.00008829857,0.0004589166,0.0005591473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001667312,"about_ca_system_score_gemma":0.0001473525,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.006675868,"about_ca_topic_score_gemma":0.3115417,"domain_scores_codex":[0.9980435,0.0003516064,0.000292561,0.0002664493,0.0004000888,0.0006457662],"domain_scores_gemma":[0.9995145,0.0001248123,0.00007457424,0.0001789424,0.00004737613,0.00005976537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00002526414,0.00006622881,0.02562806,0.00001261282,0.00001906758,0.00007608239,0.4823146,0.00004718611,0.0000406221,0.4893725,0.00115678,0.001240982],"study_design_scores_gemma":[0.001212802,0.00004548384,0.829247,0.00007602711,0.00002472454,0.000001950067,0.06632698,0.0001289503,0.000007928543,0.02913889,0.07326859,0.0005206789],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8569884,0.00007899424,0.000005443524,0.008656108,0.0002625167,0.0004396885,0.000005566656,0.000196025,0.1333672],"genre_scores_gemma":[0.9924777,0.00001016455,0.000006952465,0.0004739812,0.00103365,0.00004341588,0.0000293193,0.00002653088,0.005898344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8036189,"threshold_uncertainty_score":0.9999388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08013429220336686,"score_gpt":0.3279966828511903,"score_spread":0.2478623906478234,"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."}}