{"id":"W7131877520","doi":"10.48336/75","title":"Pandemic remittances: transnational exchanges before and during COVID-19","year":2025,"lang":"en","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Remittance; Receipt; Humanitarian crisis; Position (finance); Order (exchange); Pandemic; Financial crisis; Civil society","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00211124,0.0002965915,0.0002973109,0.0006096913,0.007944651,0.003716247,0.0007935034,0.0009904362,0.003142446],"category_scores_gemma":[0.004421973,0.0002810409,0.000194526,0.0006177895,0.003863186,0.003068361,0.005582445,0.002378576,0.0002741589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006440336,"about_ca_system_score_gemma":0.004890701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2120132,"about_ca_topic_score_gemma":0.4298066,"domain_scores_codex":[0.9978466,0.00100674,0.00006299013,0.0001705468,0.0001436458,0.0007693795],"domain_scores_gemma":[0.9973747,0.0007879929,0.0006080451,0.0001407879,0.0003548671,0.0007336179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001155776,0.00004893952,0.05162338,0.00011569,0.00001668126,0.002676228,0.9254697,0.0001365782,0.001268381,0.002454748,0.002863914,0.01321011],"study_design_scores_gemma":[0.000001435585,0.00002711991,0.03022781,0.00007160165,0.000003750549,0.000173415,0.9539804,0.00003579453,0.00009722411,0.0001115453,0.01525564,0.00001425781],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862859,0.0003417204,0.0003285243,0.002281809,0.000077241,0.00003658927,0.0001343522,0.00001097203,0.01050287],"genre_scores_gemma":[0.9954645,0.0002591674,0.0002663119,0.000506627,0.00001968942,0.00003527963,0.0001104157,0.0000133263,0.003324583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2120132,"threshold_uncertainty_score":0.4215583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04643113668683807,"score_gpt":0.3441113231103832,"score_spread":0.2976801864235452,"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."}}