{"id":"W3007571551","doi":"10.22329/csw.v14i2.5882","title":"From Homeless Teen to Chronically Homeless Adult","year":2019,"lang":"en","type":"article","venue":"Critical Social Work","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Conceptualization; Adverse Childhood Experiences; Narrative; Subjectivity; Psychology; Developmental psychology; Sociology; Mental health; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":["insufficient_payload"],"category_scores_codex":[0.0003479243,0.000284468,0.001174095,0.00005655767,0.001417011,0.00006390706,0.0005048148,0.0007006483,0.00656355],"category_scores_gemma":[0.0007214303,0.0002707914,0.0001965252,0.0007637527,0.0001900318,0.0001304616,0.0003167308,0.001008433,0.01193737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003277293,"about_ca_system_score_gemma":0.0002186689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008872019,"about_ca_topic_score_gemma":0.0006612004,"domain_scores_codex":[0.9964621,0.0005440425,0.0006403967,0.0005844376,0.0005404845,0.001228551],"domain_scores_gemma":[0.9969651,0.001636534,0.00007343772,0.0003465834,0.0004822903,0.0004960232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0004778352,0.0006324738,0.2392911,0.0007765518,0.0001769946,0.00006900045,0.1482069,0.000003686748,0.0003402257,0.544274,0.007641227,0.05810999],"study_design_scores_gemma":[0.004123257,0.0003184454,0.4924784,0.001645658,0.0001692402,6.258488e-8,0.2907389,0.00002268217,0.0001044239,0.04612105,0.1620078,0.002270123],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672991,0.0001508605,0.0004606889,0.008727554,0.003113526,0.0007730937,0.0001147724,0.000253297,0.01910709],"genre_scores_gemma":[0.9922659,0.00001032289,0.0002938315,0.001642245,0.003700256,0.0002051635,0.00004183819,0.00007642185,0.001764007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.498153,"threshold_uncertainty_score":0.9999744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03290880197194367,"score_gpt":0.4204190350027545,"score_spread":0.3875102330308108,"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."}}