{"id":"W4406026664","doi":"10.5206/ijoh.2023.3.22263","title":"From Roots to Home: Visualizing the Journey from Homelessness to Housing","year":2025,"lang":"en","type":"article","venue":"International Journal on Homelessness","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Housing First; Sociology; Psychology; Psychotherapist; Mental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001617097,0.0009852255,0.0004147014,0.00155076,0.00566234,0.007103444,0.001386896,0.003253315,0.00872962],"category_scores_gemma":[0.005967675,0.0003473435,0.0005712822,0.0009014498,0.00688698,0.007219816,0.006213117,0.003401518,0.001109284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001528677,"about_ca_system_score_gemma":0.001068892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004111832,"about_ca_topic_score_gemma":0.006601185,"domain_scores_codex":[0.9986558,0.0008620159,0.00002533673,0.0001064815,0.000177647,0.0001726951],"domain_scores_gemma":[0.9981835,0.001252963,0.0001086956,0.00005567932,0.00008907896,0.0003100692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004969184,0.00001751574,0.0006814685,0.0001564604,0.000005997797,0.001857231,0.9808034,0.0001726501,0.0019603,0.006105461,0.003342684,0.004847185],"study_design_scores_gemma":[0.00001304047,0.00008131879,0.001807258,0.0004626978,0.00001731384,0.002470844,0.8650664,0.00060027,0.001079244,0.004677929,0.1236642,0.00005937009],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7876846,0.004545707,0.03679815,0.02296012,0.001628736,0.0003112789,0.0007081713,0.0008918678,0.1444715],"genre_scores_gemma":[0.9679896,0.001250758,0.01025309,0.001061584,0.000131585,0.000136953,0.0001505823,0.0004211199,0.01860486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00872962,"threshold_uncertainty_score":0.02920341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0489330468812494,"score_gpt":0.4439848689382254,"score_spread":0.395051822056976,"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."}}