{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001251559,0.0007997589,0.0004716037,0.003244483,0.001184123,0.002556716,0.0005394254,0.0009901507,0.01017384],"category_scores_gemma":[0.001839711,0.0005221583,0.0007474832,0.005487374,0.0002343442,0.002603113,0.003650734,0.001825424,0.004329456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003641213,"about_ca_system_score_gemma":0.009008654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1813498,"about_ca_topic_score_gemma":0.2444183,"domain_scores_codex":[0.9989718,0.00012566,0.0001170233,0.0000769299,0.0004404306,0.0002681783],"domain_scores_gemma":[0.9983971,0.00005749759,0.0001985085,0.00004856364,0.0007950692,0.0005032754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002158682,0.0002824699,0.07341044,0.006104269,0.0001511733,0.001608476,0.007562452,0.0007751232,0.001204639,0.003500489,0.5933537,0.3118309],"study_design_scores_gemma":[0.00001565877,0.0002502175,0.4612001,0.001869074,0.00004199514,0.0008851823,0.004072151,0.0002974494,0.0002896557,0.001127446,0.5298912,0.00005990759],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2689386,0.1133575,0.003186119,0.06332211,0.006811002,0.001533354,0.2339662,0.001497891,0.3073874],"genre_scores_gemma":[0.4204776,0.1577598,0.01251032,0.02035663,0.003786106,0.00276375,0.1254632,0.0006050281,0.2562775],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1813498,"threshold_uncertainty_score":0.3605885,"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."}}