{"id":"W2910361931","doi":"10.1002/isd2.12072","title":"Identifying an analytical tool to assess the readiness of aid information and communication technology projects","year":2019,"lang":"en","type":"article","venue":"The Electronic Journal of Information Systems in Developing Countries","topic":"ICT Impact and Policies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Information and Communications Technology; ICTS; Business; Order (exchange); Knowledge management; Sustainable development; Process management; Project management; Engineering; Computer science; Political science; Finance; Systems engineering","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":[0.0130883,0.0007675977,0.000454977,0.02076628,0.00166205,0.004679475,0.001090877,0.001150022,0.004263588],"category_scores_gemma":[0.05947945,0.0003721029,0.0007998633,0.00853431,0.001647451,0.003605166,0.003232698,0.0009894005,0.0007213084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002259587,"about_ca_system_score_gemma":0.003997452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002044989,"about_ca_topic_score_gemma":0.002451829,"domain_scores_codex":[0.9910618,0.005129429,0.00102451,0.0003113841,0.001706256,0.0007665926],"domain_scores_gemma":[0.9266763,0.04939841,0.00968954,0.001579007,0.01072502,0.001931608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001566633,0.001169273,0.8740977,0.0004141444,0.0001052773,0.0003962808,0.01276452,0.005514069,0.001354744,0.01686767,0.001898482,0.08526111],"study_design_scores_gemma":[0.00005390738,0.001643814,0.6804318,0.0008990667,0.0001982835,0.0006692559,0.1625555,0.1147017,0.005120298,0.02076786,0.01272368,0.0002349002],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9503075,0.0001224648,0.02389783,0.0007799713,0.00002452752,0.001241401,0.0005398029,0.0001455185,0.02294092],"genre_scores_gemma":[0.9854635,0.00004996877,0.01327226,0.00002526625,0.000004465299,0.0005441623,0.0002353844,0.000006259122,0.0003986779],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02076628,"threshold_uncertainty_score":0.0692184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01714281879543977,"score_gpt":0.2797002151095713,"score_spread":0.2625573963141316,"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."}}