{"id":"W4391362719","doi":"10.5206/ijoh.2023.3.15089","title":"Challenges and Opportunities Experienced by Service Providers at Homeless Shelters in Tshwane, South Africa During the COVID-19 Pandemic","year":2024,"lang":"en","type":"article","venue":"International Journal on Homelessness","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Service provider; Service (business); Business; Internet privacy; Economic growth; Medicine; Virology; Marketing; Computer science; Outbreak","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":[0.003727921,0.0003644773,0.0005868823,0.0006850606,0.0126489,0.004325323,0.001373859,0.002052368,0.004001677],"category_scores_gemma":[0.007751091,0.0007298576,0.0003557537,0.001166045,0.00743115,0.002516426,0.008047502,0.003181417,0.0002610302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005830586,"about_ca_system_score_gemma":0.01175461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06020313,"about_ca_topic_score_gemma":0.1314858,"domain_scores_codex":[0.9958857,0.002041542,0.0001326938,0.0001405144,0.0002811067,0.001518458],"domain_scores_gemma":[0.9949805,0.001612375,0.0006513182,0.0001234244,0.0004265677,0.002205822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000594556,0.00005478927,0.01920206,0.0002055138,0.00001302304,0.003382899,0.9679865,0.00006517459,0.0006616435,0.0009512181,0.001818367,0.005599258],"study_design_scores_gemma":[0.000002472905,0.00003344744,0.003292211,0.0001001355,0.000003100135,0.0002434515,0.9939684,0.00002647922,0.00003091439,0.00007684784,0.002214654,0.000007962297],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993825,0.0003587021,0.000132318,0.004064868,0.00005020897,0.00003178564,0.00003183199,0.000004532873,0.001500723],"genre_scores_gemma":[0.9974332,0.0005377883,0.000197812,0.0009198972,0.00001427792,0.00004162427,0.00001892621,0.000006661692,0.0008297294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06020313,"threshold_uncertainty_score":0.1197054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1685199318799949,"score_gpt":0.4122769665778803,"score_spread":0.2437570346978855,"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."}}