{"id":"W4411428767","doi":"10.1002/ev.70000","title":"Issue Information","year":2025,"lang":"en","type":"paratext","venue":"New Directions for Evaluation","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Consortium of International Agricultural Research Centers; Universiteit Stellenbosch; York University; W.K. Kellogg Foundation; University of Illinois at Urbana-Champaign; Western Michigan University; University of Bern; University of Connecticut; Inter-American Development Bank","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001214704,0.001575737,0.001627017,0.0045349,0.001792733,0.009097095,0.001890669,0.003245561,0.9093233],"category_scores_gemma":[0.008101003,0.0006420764,0.0009350784,0.003987469,0.0006035935,0.004145779,0.002327914,0.002403392,0.8715845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001991022,"about_ca_system_score_gemma":0.003328815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005249984,"about_ca_topic_score_gemma":0.009986455,"domain_scores_codex":[0.9986064,0.0001432511,0.0000922368,0.000179453,0.0007945242,0.0001841982],"domain_scores_gemma":[0.9952499,0.0007420722,0.000252798,0.0004503106,0.002094835,0.00121007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001395518,0.00001075409,0.00002232205,0.00008868509,7.624199e-7,0.000008152474,0.000005432936,0.00001778685,0.00003694921,0.0005486814,0.9872237,0.0120227],"study_design_scores_gemma":[0.00001430368,0.000009163646,0.0002339143,0.0001018077,0.000001501208,0.00001173029,0.00001638193,0.00004020561,0.00004347699,0.0005575821,0.9989659,0.000003984963],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002034367,0.0009610848,0.0005451791,0.00406791,0.01779474,0.0003234311,0.03265969,0.001647178,0.9417974],"genre_scores_gemma":[0.0005947088,0.0003897107,0.0002092429,0.001146324,0.001632718,0.0001064325,0.008482479,0.0004755209,0.9869627],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09067667,"threshold_uncertainty_score":0.1293392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05774558077803174,"score_gpt":0.2936837507158118,"score_spread":0.23593816993778,"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."}}