{"id":"W4281671337","doi":"10.17645/si.v10i4.5335","title":"Education Aspirations and Barriers to Achievement for Street‐Involved Youth in Victoria, Canada","year":2022,"lang":"en","type":"article","venue":"Social Inclusion","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Poverty; Thematic analysis; Sociology; Qualitative research; Formal education; Pedagogy; Psychology; Medical education; Social science; Economic growth; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005116047,0.00008728124,0.0001993825,0.00007028455,0.007385803,0.000006581174,0.0001111248,0.00006949782,0.0001425412],"category_scores_gemma":[0.0001377974,0.00009728609,0.00002366697,0.0002485972,0.00001297934,0.00004762998,0.0007740664,0.0002274104,6.428568e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001345022,"about_ca_system_score_gemma":0.003146943,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6689405,"about_ca_topic_score_gemma":0.9920166,"domain_scores_codex":[0.9987016,0.0002935625,0.0002803668,0.0001838098,0.0002697833,0.0002708504],"domain_scores_gemma":[0.999492,0.00008754547,0.00009066376,0.00007393419,0.00009695527,0.0001589137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000103234,0.0001338722,0.3417859,0.0001214412,0.00001490826,7.563714e-7,0.6252385,0.0000318431,0.0002041854,0.0219923,0.002847951,0.007525123],"study_design_scores_gemma":[0.0005348346,0.00006821617,0.02072053,0.0000196057,0.000015669,7.302143e-10,0.9303357,0.00002152501,0.00001114016,0.00229544,0.04582836,0.0001489957],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931123,0.00007175757,0.00003845262,0.003576885,0.00137189,0.001169425,0.0002407614,0.00001965968,0.0003988914],"genre_scores_gemma":[0.9966176,0.000004734331,0.0000510776,0.001592274,0.0005202772,0.0008188415,0.0002186276,0.00001649848,0.0001600339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3230761,"threshold_uncertainty_score":0.9939064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0444595154686421,"score_gpt":0.3762331679349897,"score_spread":0.3317736524663476,"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."}}