{"id":"W6889742156","doi":"10.26190/unsworks/28443","title":"Poverty in Australia 2022: A snapshot","year":2022,"lang":"en","type":"report","venue":"UNSWorks (University of New South Wales, Sydney, Australia)","topic":"","field":"","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Poverty; Recession; Quarter (Canadian coin); Economic inequality; Poverty threshold; Household income; Government (linguistics); Unemployment","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0022469,0.001861506,0.003256857,0.003362251,0.0005492897,0.0001275807,0.003762484,0.002700683,0.1023298],"category_scores_gemma":[0.0004864636,0.002644453,0.001793495,0.004361846,0.0008348407,0.0007610675,0.001763906,0.005919435,0.002358651],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005712111,"about_ca_system_score_gemma":0.004737586,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1248216,"about_ca_topic_score_gemma":0.02710123,"domain_scores_codex":[0.9874094,0.0007194591,0.001542303,0.002868091,0.00499411,0.002466663],"domain_scores_gemma":[0.991899,0.0002371244,0.002920328,0.002846088,0.0006472641,0.001450266],"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":[0.0007944939,0.0005400646,0.02949842,0.0006915478,0.0009131916,0.003100076,0.007246244,0.001593483,0.0001434687,0.0001394555,0.9549596,0.0003799968],"study_design_scores_gemma":[0.007167447,0.0005514423,0.0915495,0.002113272,0.002294423,0.0004248065,0.02141993,0.00009176493,0.00003629419,0.0007220741,0.8690219,0.00460712],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8667659,0.001899906,0.0002192224,0.001816238,0.01155917,0.007717439,0.03253751,0.001511842,0.0759728],"genre_scores_gemma":[0.3409856,0.0005666109,0.002103611,0.00008092989,0.0009059951,0.000006291968,0.008209446,0.000547487,0.646594],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5706213,"threshold_uncertainty_score":0.999413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1294508298213438,"score_gpt":0.3073223487787356,"score_spread":0.1778715189573918,"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."}}