{"id":"W7073939829","doi":"","title":"Social Registries for Social Assistance and Beyond : A Guidance Note and Assessment Tool","year":2017,"lang":"en","type":"report","venue":"The World Bank Open Knowledge Repository (World Bank)","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Government (linguistics); Population; Identification (biology); Subject (documents); Circumstantial evidence","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"],"consensus_categories":[],"category_scores_codex":[0.001838318,0.0005942443,0.0008276557,0.0001084284,0.005055633,0.001451976,0.001263502,0.0002395941,0.000466496],"category_scores_gemma":[0.0002001172,0.0004805154,0.0002410426,0.0002512861,0.001441554,0.0005877604,0.001521275,0.0008833823,0.00003530402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001134149,"about_ca_system_score_gemma":0.0009421437,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006586587,"about_ca_topic_score_gemma":0.02542309,"domain_scores_codex":[0.9965764,0.0003208525,0.0008515361,0.001092135,0.0006083505,0.000550777],"domain_scores_gemma":[0.9971225,0.000465401,0.001234611,0.0008287478,0.0002435348,0.000105164],"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":[0.0001739064,0.0001883605,0.001917134,0.0001764006,0.0001678666,0.00003566417,0.0008743058,0.000001690759,0.0003475264,0.006640302,0.9496099,0.039867],"study_design_scores_gemma":[0.000482649,0.00005638302,0.06775907,0.0001456377,0.0002482361,0.00008371577,0.00005168715,0.00009583867,0.0001288921,0.002029909,0.9283201,0.0005978795],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007216994,0.001026644,0.0001389062,0.00704405,0.00211785,0.001887239,0.00008746015,0.0000700075,0.9869062],"genre_scores_gemma":[0.2094145,0.0001447426,0.001262732,0.0001975498,0.002003078,0.0007234149,0.00005274678,0.00006065123,0.7861406],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2086927,"threshold_uncertainty_score":0.9997647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05301231088183626,"score_gpt":0.3889030966938367,"score_spread":0.3358907858120004,"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."}}