{"id":"W4307876436","doi":"10.29173/invoke49014","title":"Barriers to Justice for Disconnected Youth","year":2022,"lang":"en","type":"article","venue":"INvoke","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Economic Justice; Phone; Multitude; Criminal justice; Public relations; Order (exchange); Political science; Criminology; Inequality; Sociology; Internet privacy; Business; Law; Computer science","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003406556,0.00004768215,0.00007694634,0.00009348817,0.002014703,0.00004882325,0.0001898093,0.00001595737,0.0009924676],"category_scores_gemma":[0.0007523877,0.00005205086,0.00007763893,0.0005652252,0.00003353051,0.00005480616,0.0000542461,0.00006457392,0.00001784286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001222833,"about_ca_system_score_gemma":0.0001859462,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007940697,"about_ca_topic_score_gemma":0.01555395,"domain_scores_codex":[0.9992524,0.00008598594,0.0000917716,0.000155059,0.0002122655,0.0002025663],"domain_scores_gemma":[0.9994773,0.0001266071,0.00002733487,0.0001090948,0.00006307592,0.0001965914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002330862,0.0001167788,0.001388579,0.00004126711,0.0001211403,0.000009550735,0.8629805,0.005099596,0.0004680326,0.04331082,0.0273639,0.05886677],"study_design_scores_gemma":[0.00006717927,0.00005559788,0.00002324683,0.000001571008,0.000364265,2.084063e-7,0.8560976,0.0001528019,0.00001911115,0.0001434765,0.1429953,0.00007964578],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822431,0.00005108141,0.003808375,0.002503688,0.001313273,0.0002961515,0.0001209412,0.00009259279,0.009570838],"genre_scores_gemma":[0.9954144,0.000005502387,0.000168996,0.001415034,0.0002534603,0.0001337235,0.00001127241,0.000006807435,0.002590755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1156314,"threshold_uncertainty_score":0.9999208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04420687555518924,"score_gpt":0.3313226971220124,"score_spread":0.2871158215668231,"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."}}