{"id":"W4404678914","doi":"10.31637/epsir-2025-1160","title":"Dos décadas de desminado humanitario en Colombia 2004-2024","year":2024,"lang":"fr","type":"article","venue":"European Public & Social Innovation Review","topic":"Conflict, Peace, and Violence in Colombia","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidad Católica de Colombia","keywords":"Political science; Regional science; Systems engineering; Engineering; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01039764,0.0004680691,0.0006367937,0.0003321344,0.001426313,0.001352344,0.0009936457,0.0002895458,0.009776078],"category_scores_gemma":[0.001531389,0.0005311081,0.0003375978,0.007118118,0.0009082774,0.001120163,0.000251115,0.001249556,0.004468057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001281449,"about_ca_system_score_gemma":0.002147358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001045892,"about_ca_topic_score_gemma":0.0007506033,"domain_scores_codex":[0.9926628,0.003193583,0.001408209,0.000802116,0.0008349337,0.001098296],"domain_scores_gemma":[0.9977409,0.0003604232,0.0004117655,0.0003592549,0.0009127929,0.0002149253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001708412,0.00007282067,0.0001066766,0.001240437,0.00006695301,0.0000531104,0.004424486,6.727633e-8,0.00001379582,0.2776001,0.32399,0.3924298],"study_design_scores_gemma":[0.0001381874,0.0001008896,0.001766098,0.004416847,0.000216797,0.00001521129,0.0008444071,0.0000253247,0.000001825542,0.002366085,0.9895599,0.0005483796],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0126707,0.4172947,0.0004193684,0.1655822,0.008896261,0.001508333,0.00008665008,0.0006180512,0.3929237],"genre_scores_gemma":[0.2967884,0.2018134,0.0004233993,0.03192724,0.01367825,0.0001795122,0.0002741065,0.0002924633,0.4546232],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6655699,"threshold_uncertainty_score":0.9998737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0827247811671021,"score_gpt":0.3779374016696957,"score_spread":0.2952126205025936,"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."}}