{"id":"W4387246804","doi":"10.21428/cb6ab371.4710c3ef","title":"The power few missing persons: A ten-year follow-up study of over 2000 youth missing persons","year":2023,"lang":"en","type":"preprint","venue":"CrimRxiv","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Missing data; Demographics; Psychology; Criminal history; Vulnerability (computing); Medicine; Psychiatry; Demography; Computer security; Computer science; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001755694,0.000555524,0.001342532,0.000227052,0.003243022,0.0001659815,0.0008402265,0.0008145391,0.0004210863],"category_scores_gemma":[0.0007428517,0.0004189202,0.0004649523,0.0003965889,0.0002330232,0.00009499473,0.001014175,0.002349123,0.0001574719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003678993,"about_ca_system_score_gemma":0.001440204,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01068431,"about_ca_topic_score_gemma":0.003977639,"domain_scores_codex":[0.9948296,0.001376226,0.001085275,0.000863904,0.000781715,0.001063299],"domain_scores_gemma":[0.9963137,0.001027146,0.0007691741,0.001258822,0.0003468489,0.0002842944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001496503,0.0002947631,0.1071136,0.0007221704,0.0004112914,0.00002841386,0.8877969,0.000006206753,0.0000354014,0.000236133,0.002011474,0.001193938],"study_design_scores_gemma":[0.001473241,0.0001018055,0.0543935,0.001882108,0.0004115849,7.357504e-8,0.938748,0.00005399675,0.000006123135,0.0007178927,0.001722744,0.0004889338],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834626,0.002255589,0.00004896344,0.0008588573,0.004970482,0.002026279,0.000183399,0.0003135605,0.005880297],"genre_scores_gemma":[0.9886306,0.0001431599,0.00006778471,0.00007990906,0.0006557628,0.0002048155,0.00003390093,0.0001907402,0.009993319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0527201,"threshold_uncertainty_score":0.9999525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1583333133258352,"score_gpt":0.4278374142792906,"score_spread":0.2695041009534554,"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."}}