{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"98de03c6d834","filters":{"venue":"Encyclopedia of Evaluation"}},"results":[{"id":"W2798849220","doi":"10.4135/9781412950558.n399","title":"Participatory Monitoring And Evaluation","year":2005,"lang":"en","type":"reference-entry","venue":"Encyclopedia of Evaluation","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":64,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Department for International Development; International Development Research Centre","keywords":"Participatory evaluation; Citizen journalism; Environmental resource management; Geography; Environmental planning; Computer science; Environmental science; Political science; World Wide Web; Public administration","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.3061055399075754,"gpt":0.5210402523813807,"spread":0.2149347124738054,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02872859,0.00036677,0.0006695485,0.0007203261,0.0001788803,0.0001531333,0.0004081808,0.0004101283,0.00752077],"category_scores_gemma":[0.006241392,0.000303351,0.0001507411,0.0006271083,0.000113413,0.0007544673,0.000151804,0.0004129493,0.0003140542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000422092,"about_ca_system_score_gemma":0.002665636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002573371,"about_ca_topic_score_gemma":0.00005592192,"domain_scores_codex":[0.9842775,0.001845762,0.001851199,0.0008593561,0.01081393,0.0003522963],"domain_scores_gemma":[0.9926701,0.001268015,0.001510229,0.0008872208,0.003494147,0.0001703497],"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":[0.00001728838,0.00006556257,0.01015099,0.00003812604,0.0000380924,2.448462e-7,0.001122938,0.0009770801,0.000003644094,0.00006788881,0.04243844,0.9450797],"study_design_scores_gemma":[0.002308472,0.0002723328,0.225261,0.0006880607,0.00129187,0.00000526486,0.001465477,0.1104185,0.0001521411,0.01320435,0.6441315,0.0008010747],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2216328,0.01740976,0.000124337,0.0005369603,0.005107075,0.001920755,0.00005748947,0.00003724845,0.7531735],"genre_scores_gemma":[0.8113917,0.1163363,0.002355634,0.00009234923,0.005859863,0.001183967,0.0005946459,0.00008862801,0.06209694],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9442787,"threshold_uncertainty_score":0.9999419,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}