{"id":"W3143556508","doi":"10.1177/0002716220987203","title":"Housing Trajectories, Risk Factors, and Resources among Individuals Who Are Homeless or Precariously Housed","year":2021,"lang":"en","type":"article","venue":"The Annals of the American Academy of Political and Social Science","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subsidized housing; Affordable housing; Subsidy; Stability (learning theory); Public housing; Demographic economics; Gerontology; Economics; Medicine; Economic growth; Computer science","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":[0.0003348396,0.0001371586,0.0002346082,0.0009360223,0.001992964,0.0009931439,0.0004883313,0.0003131328,0.0008427909],"category_scores_gemma":[0.001318507,0.0001734006,0.0002371889,0.001042675,0.0005334406,0.000686317,0.001211959,0.0006503029,0.0001142791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001639123,"about_ca_system_score_gemma":0.00272853,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5481392,"about_ca_topic_score_gemma":0.7350436,"domain_scores_codex":[0.9997666,0.00002623918,0.00001445557,0.00002536455,0.00004549859,0.000121833],"domain_scores_gemma":[0.9995422,0.00002741541,0.000130382,0.00001889755,0.0001071483,0.000173956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000203173,0.00003982277,0.9949758,0.000004255283,0.000007309598,0.0000517475,0.002459534,0.00002351864,0.00006965247,0.0000415873,0.0000976269,0.002208959],"study_design_scores_gemma":[0.000001255398,0.00003243717,0.989992,0.00001422779,0.000004836239,0.00006195896,0.009518234,0.00007272267,0.00002634793,0.0000577009,0.0002136623,0.000004663797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994761,0.0000652511,0.00002045507,0.00006926323,0.000001968808,0.000007324099,0.0001219779,0.000001093141,0.0002365278],"genre_scores_gemma":[0.99949,0.00007259588,0.00004130239,0.00002705749,0.00000119369,0.000004647693,0.0001500917,6.423987e-7,0.0002124112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5481392,"threshold_uncertainty_score":0.9090439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1185848310160554,"score_gpt":0.4373337416847635,"score_spread":0.3187489106687081,"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."}}