{"id":"W2093318984","doi":"10.1177/1541204004267784","title":"Privation and Vulnerability to Victimization for Canadian Youth","year":2004,"lang":"en","type":"article","venue":"Youth Violence and Juvenile Justice","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Poverty; Vulnerability (computing); Context (archaeology); Positive Youth Development; Poison control; Criminology; Psychology; Suicide prevention; Human factors and ergonomics; Sociology; Socioeconomics; Geography; Political science; Developmental psychology; Environmental health; Computer security; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0004184957,0.0001061513,0.0002180033,0.00007501685,0.001151612,0.0000210997,0.00006127129,0.0001530662,0.00001092655],"category_scores_gemma":[0.0004415661,0.000101675,0.00001646452,0.0001594769,0.00003681345,0.0001355699,0.0000301678,0.0001464934,0.00001164818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001318048,"about_ca_system_score_gemma":0.0002917699,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07836897,"about_ca_topic_score_gemma":0.1255539,"domain_scores_codex":[0.9989858,0.00007188435,0.0002545594,0.0002563528,0.00008979078,0.000341633],"domain_scores_gemma":[0.9992155,0.0001064993,0.00007043398,0.000125778,0.0001859204,0.0002958831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001414931,0.00006335109,0.08283562,0.001198641,0.00001759368,0.000001713226,0.8743084,0.000585338,0.00006378097,0.01278746,0.00001641089,0.02798017],"study_design_scores_gemma":[0.001704006,0.0002097469,0.07240392,0.001401902,0.0003018354,1.239972e-7,0.917763,0.000420579,0.00008189029,0.004781621,0.0005144243,0.0004169435],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896984,0.0001362765,0.007669984,0.0004528154,0.000350776,0.0009353939,0.0002327407,0.00005770283,0.000465965],"genre_scores_gemma":[0.9980039,0.0002018054,0.0006840657,0.0006635872,0.0002461575,0.00009340366,0.00007464556,0.00001415975,0.00001826025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04718491,"threshold_uncertainty_score":0.9277682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05148029676206069,"score_gpt":0.3691346814839889,"score_spread":0.3176543847219283,"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."}}