{"id":"W6989705078","doi":"","title":"Brazil Poverty and Equity Assessment : Looking Ahead of Two Crises","year":2022,"lang":"en","type":"report","venue":"The World Bank Open Knowledge Repository (World Bank)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Poverty; Gross domestic product; Quarter (Canadian coin); Pandemic; Equity (law); Population; Per capita; Socioeconomic status; Extreme poverty","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":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","open_science"],"category_scores_codex":[0.01332541,0.00249501,0.004457058,0.002288536,0.003415573,0.001843024,0.00788323,0.0003619256,0.005622252],"category_scores_gemma":[0.0004831763,0.002048991,0.001237307,0.004438461,0.001403009,0.001189936,0.02282764,0.004803128,0.0003324431],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007264876,"about_ca_system_score_gemma":0.01091678,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005048522,"about_ca_topic_score_gemma":0.03546274,"domain_scores_codex":[0.9810477,0.004110538,0.004293688,0.003428057,0.004890311,0.002229735],"domain_scores_gemma":[0.9834146,0.002605335,0.005040591,0.005946432,0.002337437,0.0006555819],"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":[0.00059719,0.002114017,0.01242827,0.002249702,0.002842248,0.0005738709,0.0008873741,0.000115329,0.004646685,0.0037196,0.9551151,0.01471055],"study_design_scores_gemma":[0.002522742,0.0002263315,0.01767076,0.00289297,0.003216265,0.0008914316,0.0001780512,0.0002575241,0.003351829,0.001053914,0.9651286,0.00260956],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002249599,0.02564216,0.00001664749,0.0005355387,0.008794544,0.005214655,0.0006546262,0.0004977369,0.9563945],"genre_scores_gemma":[0.3026377,0.0006871079,0.0007692353,0.0003065899,0.003623281,0.001499231,0.0004084603,0.001313149,0.6887552],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3003881,"threshold_uncertainty_score":0.9991931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07402949897364026,"score_gpt":0.4247012970499267,"score_spread":0.3506717980762864,"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."}}