{"id":"W2997950610","doi":"10.31542/j.cb.1845","title":"Youth Homelessness","year":2019,"lang":"en","type":"article","venue":"Crossing Borders Student Reflections on Global Social Issues","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Mainstream; Confusion; Youth studies; Positive Youth Development; Sociology; Criminology; Public relations; Political science; Psychology; Developmental psychology; Gender studies","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004452407,0.0003800342,0.000848547,0.0001018687,0.007819224,0.0004326563,0.0004258542,0.0004862319,0.0006133523],"category_scores_gemma":[0.0000597728,0.0003639533,0.0002319801,0.001038227,0.0003743588,0.0002346505,0.0001847701,0.0006896575,0.001371512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009948114,"about_ca_system_score_gemma":0.0004162084,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009307507,"about_ca_topic_score_gemma":0.009177312,"domain_scores_codex":[0.9965739,0.0004673646,0.0006155616,0.0006127697,0.0007280002,0.001002463],"domain_scores_gemma":[0.9987354,0.00007762331,0.0002910612,0.0003490557,0.000387473,0.0001593835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002050099,0.0007724773,0.4695933,0.0001813415,0.0002567739,0.000008749867,0.4707728,0.00005113172,0.0001415839,0.04873341,0.0006768002,0.00860666],"study_design_scores_gemma":[0.00140136,0.0001746333,0.2201772,0.0001866703,0.00006903636,9.225324e-8,0.7177675,0.000003604905,0.00002381297,0.002004646,0.05764566,0.0005458184],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8624521,0.0003371486,0.00007002988,0.0005409668,0.002963759,0.0007833585,0.0000808726,0.0005048679,0.1322668],"genre_scores_gemma":[0.9934689,0.00006760511,0.00007044912,0.0003611411,0.001150873,0.00009066954,0.00004431641,0.00005119534,0.004694785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2494161,"threshold_uncertainty_score":0.9998813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06961106432610768,"score_gpt":0.5131889968275524,"score_spread":0.4435779325014447,"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."}}