{"id":"W2415945916","doi":"10.1177/1462474515622483","title":"Randol Contreras, <i>The Stickup Kids: Race, Drugs, Violence, and the American Dream</i>","year":2015,"lang":"en","type":"article","venue":"Punishment & Society","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Race (biology); Dream; Criminology; Psychology; Sociology; Gender studies; Psychotherapist","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002746969,0.0002118174,0.0006677356,0.000009928978,0.001564265,0.00006182605,0.0003273063,0.0001010405,0.00004051888],"category_scores_gemma":[0.0001849454,0.0001108025,0.0001829949,0.0002653203,0.001151941,0.00009791542,0.0002230951,0.0006410195,0.00006846959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001349615,"about_ca_system_score_gemma":0.0002546995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003865653,"about_ca_topic_score_gemma":0.0004013401,"domain_scores_codex":[0.9971905,0.001097027,0.0004176554,0.0002687933,0.0004600153,0.0005659843],"domain_scores_gemma":[0.997377,0.001465861,0.0003315934,0.0003754972,0.0002246644,0.0002254279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007830074,0.0001908214,0.09671725,0.0001488199,0.0003773835,0.000002936958,0.7558866,0.000006128397,0.00002230653,0.01834046,0.08366563,0.04385868],"study_design_scores_gemma":[0.009864267,0.00005942645,0.007501995,0.0002291894,0.0001540782,2.058024e-7,0.8191189,0.0003659585,0.00001286358,0.006551718,0.1558504,0.0002910005],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702014,0.006130772,0.000215485,0.01488531,0.0007484262,0.002028501,0.00003623755,0.0001478225,0.00560604],"genre_scores_gemma":[0.9820838,0.01060788,0.0001035975,0.005322393,0.0005982136,0.0004367012,0.00001281232,0.00002508248,0.0008095523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08921525,"threshold_uncertainty_score":0.9997355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02553793890896924,"score_gpt":0.3587581599603645,"score_spread":0.3332202210513953,"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."}}