{"id":"W6885040829","doi":"10.13140/rg.2.2.20432.93445/1","title":"Addressing the Stigma of Homelessness Through Employment and Community Education: Experiences of Participating in Two Novel Initiatives in Kingston, Ontario, Canada","year":2024,"lang":"en","type":"report","venue":"Scholarship@Western (Western University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stigma (botany); Qualitative research; Service provider; Public policy; Substance use; Community service; Qualitative property; Social stigma","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":[0.002661883,0.0004279189,0.000660749,0.0006569442,0.04344491,0.004143713,0.002520894,0.001717308,0.002748675],"category_scores_gemma":[0.005403147,0.000555512,0.0004100619,0.001226141,0.01181077,0.00156359,0.006682477,0.003470897,0.0001866946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05668429,"about_ca_system_score_gemma":0.1109573,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9705119,"about_ca_topic_score_gemma":0.9941246,"domain_scores_codex":[0.9956513,0.001798046,0.0001075101,0.0002188565,0.0006110951,0.001613181],"domain_scores_gemma":[0.9924781,0.001382323,0.0004816633,0.0002052964,0.001265926,0.004186686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007288515,0.0002106947,0.01652651,0.0001130113,0.00001331751,0.001873192,0.9664459,0.00006848814,0.0006785637,0.0009376533,0.003190228,0.009869684],"study_design_scores_gemma":[0.00001231294,0.00008953318,0.0145258,0.0001108621,0.00001082746,0.0001508883,0.96771,0.00006980523,0.000134384,0.0001088622,0.01704774,0.00002884275],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872564,0.0004580285,0.0001713293,0.004417193,0.00006936696,0.0001292314,0.00004540003,0.00001012731,0.007442922],"genre_scores_gemma":[0.9920224,0.0005688474,0.0003117147,0.001571558,0.00001246207,0.00005824589,0.00002714874,0.00001542175,0.005412338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05668429,"threshold_uncertainty_score":0.4112752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3277902692298951,"score_gpt":0.4209418291036655,"score_spread":0.09315155987377038,"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."}}