{"id":"W4241593393","doi":"10.21203/rs.3.rs-200471/v1","title":"Intersecting Systemic and Personal Barriers to Accessing Social Services: Qualitative Interviews in Northern California","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"ViTRAK Systems (Canada)","funders":"","keywords":"Qualitative research; Sociology; Business; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.007564097,0.0003812685,0.0005127955,0.001231728,0.02009051,0.004738743,0.001898783,0.001564456,0.003459979],"category_scores_gemma":[0.01109773,0.0006707052,0.0002020603,0.002007321,0.00838818,0.003020491,0.004050264,0.003209138,0.0001427265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01809784,"about_ca_system_score_gemma":0.02747007,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5093272,"about_ca_topic_score_gemma":0.7267438,"domain_scores_codex":[0.9957464,0.002607505,0.0001421859,0.0003290859,0.0002867772,0.0008880335],"domain_scores_gemma":[0.9876199,0.008975793,0.0007837412,0.0002227519,0.001112699,0.00128521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001304031,0.00003040675,0.003085603,0.00003297277,0.00000146366,0.0001261304,0.9948348,0.00001326723,0.00009172321,0.0004554624,0.0004071346,0.0009079702],"study_design_scores_gemma":[0.000001124063,0.000005770178,0.002731139,0.00003466332,0.000001867641,0.00001068724,0.9955729,0.000007715559,0.00002592484,0.00003598179,0.001569978,0.000002127645],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866555,0.0005426244,0.0002595475,0.001904603,0.00003172477,0.0001199542,0.0001168306,0.000006770788,0.01036238],"genre_scores_gemma":[0.9940257,0.0005228902,0.0002511906,0.0005287256,0.000009212501,0.0001865409,0.00005940479,0.0000106588,0.004405572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5093272,"threshold_uncertainty_score":0.987125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2029420335067726,"score_gpt":0.5648843015971677,"score_spread":0.3619422680903951,"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."}}