{"id":"W2588258338","doi":"10.1109/ghtc.2016.7857358","title":"History of technology and humanitarian technologies: A case study regarding the design and deployment of humanitarian technologies among rural communities in Colombia","year":2016,"lang":"en","type":"article","venue":"","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Corporación Universitaria Minuto de Dios; Algoma University","keywords":"General partnership; Sanitation; Economic growth; Political science; Software deployment; Productivity; Agriculture; Public relations; Environmental planning; Sociology; Engineering; Geography","routes":{"ca_aff":false,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002195878,0.0007465549,0.0004484463,0.001957535,0.01918303,0.005543799,0.00187683,0.002754622,0.00305587],"category_scores_gemma":[0.005489175,0.0003962094,0.0002204043,0.00201518,0.008342577,0.00265909,0.005386146,0.001760339,0.0002037449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01059677,"about_ca_system_score_gemma":0.004990387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0581357,"about_ca_topic_score_gemma":0.1645721,"domain_scores_codex":[0.9958237,0.002542439,0.00009246517,0.0002583443,0.0003366096,0.000946299],"domain_scores_gemma":[0.9958804,0.002227847,0.0005228918,0.0001652008,0.0003025697,0.0009011269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005422851,0.0002388047,0.01138636,0.0004116601,0.000006822876,0.01197151,0.9480243,0.0002044011,0.0009375322,0.005839064,0.001327413,0.01959791],"study_design_scores_gemma":[0.000003287979,0.00005915245,0.005141804,0.0001029062,0.000004218657,0.001020263,0.9731967,0.00009160523,0.0001806692,0.0002398916,0.01994688,0.00001255574],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696673,0.001433659,0.001214097,0.002465901,0.0000523881,0.0001631527,0.00004447697,0.00001456514,0.02494441],"genre_scores_gemma":[0.9946483,0.0009102751,0.0005583465,0.0001937752,0.00001556927,0.00006794525,0.00001462891,0.000007682333,0.003583586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.980817,"threshold_uncertainty_score":0.1155946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03224228781796443,"score_gpt":0.217376943806371,"score_spread":0.1851346559884066,"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."}}