{"id":"W4389100150","doi":"","title":"The role of local management in the transmission dynamics in humanitarian context","year":2023,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Global Peace and Security Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Dynamics (music); Context (archaeology); Transmission (telecommunications); Computer science; Telecommunications; Sociology; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00196056,0.0002275735,0.0003118151,0.001122639,0.003286777,0.007477643,0.0008236784,0.0008321449,0.01857669],"category_scores_gemma":[0.005120157,0.0001412117,0.0001547533,0.001226443,0.007982465,0.00335094,0.0030224,0.0009967425,0.0006286968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003500156,"about_ca_system_score_gemma":0.002418415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0111027,"about_ca_topic_score_gemma":0.01317576,"domain_scores_codex":[0.9981486,0.001107008,0.00003193719,0.0001336029,0.0001185378,0.0004604251],"domain_scores_gemma":[0.9960029,0.001840885,0.0006304143,0.0001397775,0.0004321096,0.0009539115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004227277,0.0004169606,0.07266904,0.0006862163,0.00008900373,0.002887283,0.2704023,0.007748302,0.003472941,0.5689464,0.008938652,0.06332024],"study_design_scores_gemma":[0.00003065768,0.0003230707,0.143163,0.0006628826,0.00006058157,0.0005250566,0.6686255,0.006811506,0.00078386,0.09660736,0.08232826,0.00007825689],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6792056,0.001125804,0.006742764,0.01186881,0.0001309394,0.00009786147,0.0001174005,0.00003090843,0.30068],"genre_scores_gemma":[0.9970495,0.0001318037,0.000112698,0.00005439247,0.00001872064,0.000008091768,0.000005977499,0.000005409117,0.002613388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01857669,"threshold_uncertainty_score":0.06214517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008895381588000064,"score_gpt":0.2402602864049574,"score_spread":0.2313649048169573,"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."}}