{"id":"W2014756955","doi":"10.1515/sem-2013-0090","title":"The role of symbolism in adolescent gang membership: Results of a pilot study","year":2013,"lang":"en","type":"article","venue":"Semiotica","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of British Columbia; University of Toronto; University of British Columbia","funders":"","keywords":"Semiotics; Identity (music); Power (physics); Sociology; Social psychology; The Symbolic; Psychology; Criminology; Epistemology; Aesthetics; Psychoanalysis; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004252607,0.0002714655,0.0003804077,0.00101526,0.002701673,0.00167113,0.000454327,0.0003903982,0.001444644],"category_scores_gemma":[0.009461747,0.0002485422,0.0002335713,0.0004654029,0.00268417,0.0008107639,0.001857037,0.001329207,0.0001404888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007114236,"about_ca_system_score_gemma":0.001952556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01323718,"about_ca_topic_score_gemma":0.01873469,"domain_scores_codex":[0.9981602,0.001157233,0.00006268639,0.00009914818,0.0002403734,0.0002803922],"domain_scores_gemma":[0.9927438,0.004601301,0.0007453322,0.0003525659,0.0007287952,0.0008282246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004690448,0.003555012,0.3785394,0.0001971804,0.00001992179,0.001572738,0.5811182,0.0001117812,0.003739581,0.001810174,0.0002910609,0.02857599],"study_design_scores_gemma":[0.00005580575,0.002650433,0.4015812,0.00008738562,0.00006919797,0.0009130426,0.586402,0.0004083173,0.002583595,0.0007735513,0.004439796,0.00003569058],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993692,0.00001649826,0.00005940245,0.0000198019,0.000001373054,0.00002787407,0.000005869888,0.000001000051,0.0004989136],"genre_scores_gemma":[0.9995055,0.00005020525,0.0001383455,0.00001125247,0.000001370869,0.00004163277,0.000008841324,0.000001065108,0.0002417418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01323718,"threshold_uncertainty_score":0.02632028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03247392848232825,"score_gpt":0.2944945374488757,"score_spread":0.2620206089665474,"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."}}