{"id":"W4366384242","doi":"10.3138/cjpe.0023.008","title":"Insights into Evaluation Capacity Building: Motivations, Strategies, Outcomes, and Lessons Learned","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Program Evaluation","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); Capacity building; Accountability; Face (sociological concept); Public relations; Business; Psychology; Process management; Knowledge management; Political science; Sociology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01517437,0.0001898501,0.0003326865,0.001053863,0.0004900606,0.0009908496,0.0004113778,0.0001325607,0.0005911456],"category_scores_gemma":[0.005554219,0.000146242,0.0001116417,0.0009687603,0.0001205945,0.001805975,0.0000108296,0.000313654,0.00002053607],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006728097,"about_ca_system_score_gemma":0.007194589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007362855,"about_ca_topic_score_gemma":0.016562,"domain_scores_codex":[0.9938912,0.001041999,0.001134726,0.0003255178,0.003329569,0.0002770174],"domain_scores_gemma":[0.993187,0.0002812643,0.0008867626,0.0003600008,0.004739135,0.0005458742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000009682146,0.00005965206,0.01495359,0.000002761883,0.00002833068,0.000001800151,0.002211576,0.004433325,0.0003634506,0.01581573,0.0007583259,0.9613618],"study_design_scores_gemma":[0.001308582,0.0004503526,0.5793656,0.00004037739,0.0001310448,0.00001201436,0.001792088,0.0814666,0.00009676786,0.3186343,0.01651054,0.0001917443],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771731,0.0008353729,0.003600928,0.01420573,0.0005273416,0.001219933,0.000002760713,0.00001539383,0.002419369],"genre_scores_gemma":[0.9917321,0.00002670229,0.00765213,0.0003511661,0.000116594,0.00004164846,0.00001762846,0.000008058163,0.00005402716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.96117,"threshold_uncertainty_score":0.9984337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.536890060585536,"score_gpt":0.5401212105282374,"score_spread":0.00323114994270135,"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."}}