{"id":"W3131428175","doi":"10.1080/09687637.2021.1872500","title":"Factors contributing to frequent police contact among young people: a multivariate analysis including homelessness, community visibility, and drug use in British Columbia, Canada","year":2021,"lang":"en","type":"article","venue":"Drugs Education Prevention and Policy","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of the Fraser Valley; University of Victoria; Simon Fraser University","funders":"","keywords":"Demographics; Bivariate analysis; Multivariate analysis; Demography; Metropolitan area; Race (biology); Confounding; Geography; Psychology; Medicine; Gerontology; Sociology; Gender studies","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":[0.001329656,0.000152411,0.0006732818,0.0002084484,0.001904254,0.0003201536,0.0001147269,0.000142247,0.0001412744],"category_scores_gemma":[0.001328964,0.000224969,0.00007321456,0.001430807,0.00003431708,0.0003412699,0.000292986,0.0005448364,8.062804e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009834978,"about_ca_system_score_gemma":0.003338701,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9996203,"about_ca_topic_score_gemma":0.999967,"domain_scores_codex":[0.9958287,0.002426946,0.0006718895,0.0003281814,0.0002131726,0.0005311411],"domain_scores_gemma":[0.9976584,0.0009570601,0.0002986071,0.000279691,0.0004030636,0.0004031946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002558742,0.0001349047,0.8603914,0.0001413073,0.00006936175,4.432806e-7,0.1371981,0.000002280961,0.00001484421,0.0002547481,0.00004097928,0.001749097],"study_design_scores_gemma":[0.0003523608,0.000005072945,0.6870342,0.0001916363,0.00006275711,1.402307e-7,0.3118026,0.0000178663,0.000003604334,0.0002533055,0.0001309488,0.0001454646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980018,0.0001296395,0.00004008671,0.0003614789,0.0002992103,0.0006711039,0.0002077415,0.00003379027,0.0002551184],"genre_scores_gemma":[0.9972733,0.00007325738,0.00002787886,0.0003070153,0.0001174217,0.0001307109,0.0004062311,0.00001864604,0.001645518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1746045,"threshold_uncertainty_score":0.9993951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03758818664564009,"score_gpt":0.3951063740663555,"score_spread":0.3575181874207154,"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."}}