{"id":"W4205659320","doi":"10.5206/ijoh.2022.1.13830","title":"COVID-19 and the Homelessness Support Sector","year":2022,"lang":"en","type":"article","venue":"International Journal on Homelessness","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Snowball sampling; Thematic analysis; Exploratory research; Social distance; Public relations; Qualitative research; Service provider; Coronavirus disease 2019 (COVID-19); Political science; Sociology; Service (business); Economic growth; Business; Medicine; Marketing; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003291819,0.000290133,0.000781274,0.0003797479,0.004035658,0.0001640364,0.001333606,0.0001275506,0.01023189],"category_scores_gemma":[0.0006414174,0.0002037573,0.0002103871,0.0003501851,0.0003010749,0.0002350831,0.0006965092,0.00203959,0.0001070836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001102079,"about_ca_system_score_gemma":0.001295786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005147231,"about_ca_topic_score_gemma":0.0007269576,"domain_scores_codex":[0.9945543,0.001956697,0.0008781808,0.0003794196,0.001639484,0.000591881],"domain_scores_gemma":[0.9962423,0.001740535,0.000707017,0.0002870378,0.0004617699,0.0005612834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007860947,0.0008053789,0.1102058,0.0002716836,0.001108208,0.001864674,0.2771181,0.001465214,0.00004990606,0.5385865,0.003583849,0.05707977],"study_design_scores_gemma":[0.01756504,0.0002875321,0.01407617,0.00008156944,0.00008317034,0.0001083157,0.4529416,0.0002440971,0.00003276646,0.03540967,0.4784388,0.0007313017],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723381,0.0004899831,0.0006414388,0.01110065,0.009050315,0.0006542419,0.0002193511,0.0001177995,0.005388143],"genre_scores_gemma":[0.9905064,0.0003789072,0.0000139257,0.005288255,0.001838126,0.0004127576,0.00004905985,0.0000573621,0.001455204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5031768,"threshold_uncertainty_score":0.9972609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05445104487592883,"score_gpt":0.4118579275772051,"score_spread":0.3574068827012763,"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."}}