{"id":"W6980799941","doi":"","title":"Credit repair for survivors of modern slavery and human trafficking","year":2022,"lang":"en","type":"other","venue":"UNU Collections (United Nations University)","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human trafficking; Financial sector; Credit crunch; Debt; Government (linguistics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005717994,0.0003427495,0.0002185109,0.0009534436,0.01068452,0.003126498,0.001000099,0.003101038,0.06930399],"category_scores_gemma":[0.01782092,0.0001634035,0.0002809461,0.0007420081,0.001366494,0.00390771,0.005478587,0.002373372,0.005792649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003450994,"about_ca_system_score_gemma":0.01096123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02531545,"about_ca_topic_score_gemma":0.09589072,"domain_scores_codex":[0.997948,0.0008419515,0.00007290996,0.00006787226,0.0004063157,0.0006629555],"domain_scores_gemma":[0.991434,0.002511844,0.0004394995,0.0002830556,0.002562836,0.002768793],"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":[0.0001011682,0.0002640873,0.006667602,0.0003653266,0.000004575104,0.0005742841,0.04722149,0.0001975631,0.0003412208,0.01111534,0.7751824,0.1579649],"study_design_scores_gemma":[0.00000867865,0.0001014831,0.00481009,0.0004196497,0.000002782554,0.0001647412,0.1244977,0.00006806252,0.000214911,0.002128572,0.867566,0.00001730772],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1953699,0.004407265,0.002491661,0.2862223,0.008992462,0.001236071,0.003484894,0.0005719375,0.4972235],"genre_scores_gemma":[0.4136308,0.006479588,0.004620611,0.02918115,0.001038568,0.001152539,0.00204656,0.0002506539,0.5415996],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06930399,"threshold_uncertainty_score":0.231845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02521233890014941,"score_gpt":0.2777655466348463,"score_spread":0.2525532077346969,"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."}}