{"id":"W4409143656","doi":"10.3390/soc15040094","title":"More than Just a Roof: Solutions to Better Support Families from Homelessness to Healing","year":2025,"lang":"en","type":"article","venue":"Societies","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Roof; Psychology; Engineering; Structural engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002716765,0.0002665587,0.0002326325,0.0006331592,0.01922885,0.004418475,0.002376536,0.001528375,0.005143109],"category_scores_gemma":[0.003787281,0.0002294457,0.0002623744,0.0006827416,0.009576431,0.002355006,0.007156989,0.002201057,0.0002137127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01737215,"about_ca_system_score_gemma":0.06424534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3890179,"about_ca_topic_score_gemma":0.7537369,"domain_scores_codex":[0.9978763,0.001006238,0.00003428593,0.00005364238,0.0001867004,0.0008429064],"domain_scores_gemma":[0.9978541,0.0003219871,0.0001726608,0.00006522925,0.0002646071,0.001321537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008730582,0.0002556977,0.02872278,0.0007196051,0.0000284914,0.003068893,0.7116194,0.0004773235,0.001436867,0.02679885,0.03297127,0.1938135],"study_design_scores_gemma":[0.0000091959,0.00006547051,0.01015802,0.0004064949,0.00001044298,0.0002454405,0.9401072,0.0001095367,0.0001602447,0.002564711,0.0461466,0.00001676656],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8033189,0.006715558,0.004987692,0.1237284,0.0005443931,0.0003558825,0.00008766302,0.0001381397,0.06012332],"genre_scores_gemma":[0.9871587,0.002346488,0.002641802,0.002299275,0.00002936476,0.00008188523,0.00002631462,0.0000136972,0.00540239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3890179,"threshold_uncertainty_score":0.773507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05938994831948924,"score_gpt":0.4111271362802585,"score_spread":0.3517371879607692,"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."}}