{"id":"W13968874","doi":"","title":"Challenges in monitoring and evaluation : an opportunity to institutionalize M&E systems","year":2010,"lang":"it","type":"article","venue":"","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Accountability; Transparency (behavior); Government (linguistics); Political science; Civil society; Public administration; Public relations; Politics; Business","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01865591,0.0001912038,0.0002735935,0.0005136647,0.0002233244,0.0004821484,0.0003694116,0.0001750514,0.002810426],"category_scores_gemma":[0.002176393,0.0001569448,0.0000284597,0.0004691155,0.0000751644,0.001358385,0.0001283658,0.0003293002,0.0002479631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001424501,"about_ca_system_score_gemma":0.001565603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003679857,"about_ca_topic_score_gemma":0.002103552,"domain_scores_codex":[0.9951686,0.0005633818,0.000769227,0.0006538843,0.002561505,0.000283454],"domain_scores_gemma":[0.997286,0.0003533587,0.0001667443,0.0006291057,0.0008889501,0.0006758973],"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":[0.00004700445,0.0003204913,0.08574653,0.00003180392,0.00001516232,0.000004195716,0.006077002,0.005694212,0.002052542,0.06866579,0.0002004801,0.8311448],"study_design_scores_gemma":[0.001066088,0.0002812861,0.7459744,0.0001553079,0.00002668819,0.00002027192,0.01559401,0.1965283,0.0002028607,0.002111157,0.03763639,0.0004033086],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9186462,0.0007372617,0.00009515329,0.004497212,0.003945026,0.0008879656,0.000006336002,0.00002548706,0.07115938],"genre_scores_gemma":[0.9971082,0.0007896791,0.0006539621,0.0001000621,0.0003774824,0.0001115449,0.000005922984,0.000007615561,0.0008455986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8307415,"threshold_uncertainty_score":0.9981011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6072076411236819,"score_gpt":0.5489962455002827,"score_spread":0.05821139562339916,"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."}}