{"id":"W2803041752","doi":"10.7190/shu-thesis-00017","title":"Educating 'Gangsters': Social space, informal learning and becoming 'Gang' involved","year":2017,"lang":"en","type":"dissertation","venue":"Sheffield Hallam University","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ontario Council on Graduate Studies, Council of Ontario Universities","keywords":"Covert; Ethnography; Space (punctuation); Participant observation; Field (mathematics); Sociology; Social space; Perspective (graphical); Criminology; Social psychology; Psychology; Social science; Anthropology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002892748,0.000151143,0.0002172353,0.0001448113,0.003150509,0.0002124272,0.0002928891,0.0003513082,0.00126574],"category_scores_gemma":[0.0001531469,0.0001944061,0.0001651493,0.00006247502,0.0001082934,0.0003586326,0.00007279589,0.0005378277,0.00001944875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009405988,"about_ca_system_score_gemma":0.0002209891,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01323908,"about_ca_topic_score_gemma":0.07599075,"domain_scores_codex":[0.9990705,0.0001041543,0.0001274541,0.0002293923,0.0001869856,0.0002814914],"domain_scores_gemma":[0.9993386,0.00007287608,0.0002762361,0.00009958073,0.0001182531,0.00009449136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000243606,0.0002225363,0.08153955,0.0008675989,0.0004779547,0.000117179,0.6247764,0.000002565878,0.0002879761,0.03965347,0.01811206,0.2336991],"study_design_scores_gemma":[0.0005071163,0.0000599334,0.05457736,0.0003584734,0.0001670366,8.313312e-7,0.5501804,0.00001601136,0.00006094804,0.0001292192,0.3934233,0.0005194473],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5159354,0.00005285268,0.00001045505,0.0004657192,0.0006195913,0.0001514528,0.000004246597,0.00004784195,0.4827125],"genre_scores_gemma":[0.7563114,0.0001400461,0.0000470886,0.00002075901,0.0003456655,9.102868e-7,0.00009782463,0.00001055705,0.2430257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3753112,"threshold_uncertainty_score":0.9996473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03409101490555126,"score_gpt":0.343477448592313,"score_spread":0.3093864336867617,"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."}}