{"id":"W7014335834","doi":"","title":"The Pathway to Gang Life: South Asian Youth Perspective","year":2022,"lang":"en","type":"other","venue":"National University System Repository (National University System)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Youth studies; South asia; Positive Youth Development; Intervention (counseling); Identity (music); Perspective (graphical); Safeguarding","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024499,0.000969884,0.0009782733,0.003126909,0.004417138,0.0002683505,0.002700247,0.000738201,0.0003302342],"category_scores_gemma":[0.0003760537,0.001094521,0.0007507147,0.002562954,0.0003598848,0.0004520075,0.001037469,0.0009851316,0.002139865],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04438414,"about_ca_system_score_gemma":0.005337523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002560821,"about_ca_topic_score_gemma":0.0004687706,"domain_scores_codex":[0.9872603,0.003462411,0.0006085045,0.001902576,0.005948956,0.0008172106],"domain_scores_gemma":[0.9923404,0.0006573169,0.00164241,0.000914078,0.003633833,0.0008119481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001114663,0.0001864463,0.0004344798,0.0007013766,0.002321773,0.0009709183,0.004075447,0.0009131865,0.00008355646,0.7290909,0.2601039,0.000003350396],"study_design_scores_gemma":[0.001863588,0.00009555306,0.0004300993,0.0008055746,0.0003737665,0.0001967197,0.3235846,0.0002680267,0.000008277078,0.00001106047,0.6712234,0.001139355],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001719466,0.0002058629,0.0002582371,0.0002019029,0.002111957,0.002444099,0.01283571,0.0019087,0.9798616],"genre_scores_gemma":[0.3309617,0.000002596213,0.0001381667,0.00003339669,0.001035506,0.000005340853,0.001017936,0.0005352691,0.6662701],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7290798,"threshold_uncertainty_score":0.9991505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01224104042445413,"score_gpt":0.1901673234616564,"score_spread":0.1779262830372023,"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."}}