{"id":"W7111445320","doi":"","title":"Housing ‘options’ and ‘poor choices’: lone mothers’ experiences of accessing homelessness help and in emergency and temporary accommodation","year":2025,"lang":"","type":"dissertation","venue":"Figshare","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Precarity; Statutory law; Narrative; Welfare reform; Welfare; Poison control; Public housing; Single mothers","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":[0.00449731,0.0004557651,0.0007288939,0.001014536,0.008776433,0.005262128,0.001415369,0.002237153,0.004705913],"category_scores_gemma":[0.009169176,0.001085923,0.000470197,0.0008027366,0.008628432,0.008005356,0.008142489,0.004196164,0.0004384189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002900999,"about_ca_system_score_gemma":0.002248618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02873966,"about_ca_topic_score_gemma":0.04880964,"domain_scores_codex":[0.9965569,0.002076526,0.0001378175,0.0001842173,0.0002975186,0.0007471375],"domain_scores_gemma":[0.9964063,0.001518177,0.0006828709,0.0001304914,0.0002632036,0.0009989565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003762483,0.00003524034,0.01258356,0.00004583146,0.000009399822,0.0009294371,0.9806264,0.00001377992,0.0001576759,0.0008487385,0.0016169,0.003095426],"study_design_scores_gemma":[0.000002562417,0.00002436392,0.00455462,0.00004897328,0.000003802093,0.0002430404,0.9924449,0.00001631662,0.00002632986,0.0001261258,0.002498478,0.00001052183],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989316,0.001031171,0.00009812668,0.006358945,0.0001067022,0.00001629271,0.00005338058,0.000006697586,0.003012663],"genre_scores_gemma":[0.996586,0.000853824,0.00008370433,0.001056112,0.00002091948,0.00003815234,0.00002910815,0.00001112936,0.001321111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02873966,"threshold_uncertainty_score":0.05714476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09063245498743544,"score_gpt":0.4108820409359418,"score_spread":0.3202495859485064,"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."}}