{"id":"W2533430621","doi":"10.17645/si.v4i4.669","title":"Preventing, Reducing and Ending LGBTQ2S Youth Homelessness: The Need for Targeted Strategies","year":2016,"lang":"en","type":"article","venue":"Social Inclusion","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"Vlaamse regering","keywords":"Transgender; Oppression; Sociology; Queer; Criminology; Sexual minority; Population; Government (linguistics); Lesbian; Social exclusion; Social work; Gender studies; Criminal justice; Political science; Public relations; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001240345,0.0001749491,0.0004048442,0.00005967086,0.008619247,0.00004115142,0.000216894,0.0002836081,0.00008689615],"category_scores_gemma":[0.0002239244,0.0000998325,0.00009665018,0.0001756132,0.0001544728,0.0002744675,0.0008899086,0.0002361675,0.000007415252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001395115,"about_ca_system_score_gemma":0.0001963495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001167629,"about_ca_topic_score_gemma":0.001706034,"domain_scores_codex":[0.998084,0.0004505877,0.0004054912,0.0002725115,0.0002407938,0.0005466007],"domain_scores_gemma":[0.9987194,0.0006099707,0.0002953172,0.0001364735,0.0001703969,0.00006846754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001173264,0.00004790503,0.006693733,0.0003160308,0.00005049324,0.000001087318,0.8703188,5.630039e-7,0.01723489,0.04964492,0.0001712459,0.05540301],"study_design_scores_gemma":[0.00151664,0.00006056366,0.01027291,0.0005324571,0.00007536194,4.502514e-8,0.9425136,0.00002423017,0.0006099975,0.04069346,0.003387622,0.0003130693],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928388,0.0004677357,0.001051748,0.001718248,0.0007633814,0.0009366705,0.00006545367,0.0001362059,0.002021738],"genre_scores_gemma":[0.9973837,0.0001486144,0.00007357621,0.00006912088,0.001505429,0.0001521682,0.00001943098,0.00004006175,0.0006079185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07219485,"threshold_uncertainty_score":0.9926714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05497519186405699,"score_gpt":0.3971210231218263,"score_spread":0.3421458312577694,"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."}}