{"id":"W2084182809","doi":"10.1177/0044118x11398365","title":"Expectations, Fears, and Strategies","year":2011,"lang":"en","type":"article","venue":"Youth & Society","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Construct (python library); Psychology; Juvenile delinquency; Race (biology); Quarter (Canadian coin); Juvenile; Social psychology; Capital (architecture); Work (physics); Criminology; Sociology; Gender studies","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001318789,0.00004825407,0.00006282955,0.00001375074,0.0005549054,0.00007880597,0.00006458441,0.00004606912,0.000179034],"category_scores_gemma":[0.00001757493,0.0000466388,0.00007041962,0.0001943462,0.000169697,0.0001934396,0.00001502774,0.00006051586,0.00002025873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002330729,"about_ca_system_score_gemma":0.00007763938,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01513178,"about_ca_topic_score_gemma":0.005369565,"domain_scores_codex":[0.9995232,0.00003478746,0.00007298905,0.0001148293,0.000120349,0.0001338455],"domain_scores_gemma":[0.9997677,0.00002214582,0.00002998947,0.00007127036,0.00005242856,0.00005642132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000001701533,0.00002444037,0.001295092,0.000003557932,0.00002433565,4.382649e-7,0.987607,4.420706e-7,0.00001273233,0.006554824,0.0004696801,0.004005759],"study_design_scores_gemma":[0.00003777315,0.00001313444,0.001483113,0.000003157035,0.0001255872,2.049034e-7,0.9971863,0.00001736805,0.0000106407,0.00049728,0.0005625613,0.00006290237],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9670172,0.0005192892,0.0008051869,0.00006473777,0.0001096279,0.00004777189,0.000004410388,0.00007177784,0.03135997],"genre_scores_gemma":[0.9980025,0.0004975655,0.0009616439,0.00007381273,0.00009032799,0.000004907616,0.000002464887,0.000003648542,0.0003631468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03099682,"threshold_uncertainty_score":0.9914265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0565426062448882,"score_gpt":0.3018836235593097,"score_spread":0.2453410173144215,"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."}}