{"id":"W4412633431","doi":"10.1080/10530789.2025.2538312","title":"“Everybody out there in the real world is one paycheck away from being homeless”: job loss and housing precarity among people experiencing homelessness","year":2025,"lang":"en","type":"article","venue":"Journal of Social Distress and the Homeless","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"University of California, San Francisco; Carolinas HealthCare Foundation; Blue Shield of California Foundation","keywords":"Precarity; Job loss; Working poor; Labour economics; Poverty; Sociology; Psychology; Demographic economics; Criminology; Economics; Economic growth; Unemployment; Gender studies","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001336717,0.0002744404,0.001115609,0.0001438836,0.002048221,0.000148926,0.0004145218,0.000172249,0.00003710986],"category_scores_gemma":[0.00007079029,0.0001614633,0.0001602354,0.0004166718,0.0004799938,0.0002908657,0.0003315967,0.001051441,7.310822e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000132229,"about_ca_system_score_gemma":0.0001056085,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006183779,"about_ca_topic_score_gemma":0.06044,"domain_scores_codex":[0.9970818,0.0009025672,0.0008643449,0.0002600801,0.0004094952,0.0004817552],"domain_scores_gemma":[0.9977505,0.001129972,0.0006492907,0.0001984081,0.0002039925,0.00006782006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002910871,0.00007661119,0.7498357,0.0001902662,0.0001654501,0.00001134388,0.2394664,6.420203e-7,0.00001330592,0.005906597,0.0001119911,0.00393065],"study_design_scores_gemma":[0.002579455,0.00001622308,0.8136138,0.0007517471,0.0001327279,2.179282e-7,0.1759475,0.00001230614,0.00001611962,0.006639589,0.0001374072,0.0001529625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896101,0.002063505,0.00004754694,0.003834603,0.0005512006,0.0004381132,0.0000563455,0.00001618699,0.003382413],"genre_scores_gemma":[0.9964067,0.002433682,0.000007197911,0.0002345887,0.0005770267,0.00005522488,0.000005737755,0.00002188911,0.0002579522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06377808,"threshold_uncertainty_score":0.9992509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02571068331401563,"score_gpt":0.3499326074504473,"score_spread":0.3242219241364317,"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."}}