{"id":"W4414048430","doi":"10.25070/rea.v23i2.19421","title":"THE ABC PROGRAM","year":2025,"lang":"en","type":"article","venue":"Revista de Economia e Agronegócio","topic":"Public Health in Brazil","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Promotion (chess); Sample (material); Rural area; Rural development; Credit history; Bank credit; Descriptive statistics; Credit union","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002817326,0.000102476,0.0001742344,0.0000528841,0.001538523,0.000692753,0.0006707538,0.0001264907,0.0001604449],"category_scores_gemma":[0.0008410022,0.00008478004,0.00008419859,0.0002881163,0.0004019289,0.0001865232,0.00007826573,0.0002132236,0.0002768843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008144176,"about_ca_system_score_gemma":0.00176743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007867218,"about_ca_topic_score_gemma":0.001132084,"domain_scores_codex":[0.9982886,0.000325035,0.0003536585,0.000240827,0.0001044557,0.0006873817],"domain_scores_gemma":[0.99862,0.0006078157,0.0001122361,0.0004021058,0.00005983127,0.0001980609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005641674,0.00002573571,0.004752209,0.00002219219,0.00001973257,0.000001140805,0.0006273922,0.000001282465,0.000001226536,0.7142167,0.07593139,0.2043954],"study_design_scores_gemma":[0.0001218192,0.00001271409,0.0104726,0.00002250187,0.000006773939,4.234049e-7,0.0005625536,0.00006949486,0.000002861736,0.003907233,0.9847341,0.00008699303],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1376519,0.003400598,0.0001566589,0.08317647,0.001092802,0.00160041,0.000005558034,0.0004895389,0.7724261],"genre_scores_gemma":[0.9405528,0.00291095,0.001567869,0.004920594,0.001155531,0.0006785578,0.000006512692,0.00002865866,0.04817852],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9088026,"threshold_uncertainty_score":0.9997613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01415390392684417,"score_gpt":0.3710129594810017,"score_spread":0.3568590555541575,"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."}}