{"id":"W3112514629","doi":"10.6000/1929-4409.2020.09.164","title":"Model of Self-Identification of Youth in the Global Communication Environment","year":2020,"lang":"en","type":"article","venue":"International Journal of Criminology and Sociology","topic":"Psychology of Development and Education","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identity (music); Phenomenon; Social identity approach; Psychology; Identification (biology); Social psychology; Identity formation; Meaning (existential); Social identity theory; National identity; Personality; Mechanism (biology); Novelty; Social group; Identity crisis; Erikson's stages of psychosocial development; Affect (linguistics); Developmental psychology; Self-concept; Epistemology; Political science; Communication; Politics; Law; Aesthetics; Psychotherapist","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005107632,0.00006127648,0.0001715445,0.00007310757,0.00002061869,0.000002421349,0.000466015,0.0001493082,0.00004167791],"category_scores_gemma":[0.00005908304,0.00004981877,0.00004725212,0.0000134448,0.0003656734,0.0000585211,0.00003449095,0.0001890024,0.000004786412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003136466,"about_ca_system_score_gemma":0.00004469164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009956998,"about_ca_topic_score_gemma":5.246495e-7,"domain_scores_codex":[0.9988526,0.0002850513,0.0005799555,0.00009259699,0.0001086476,0.00008118787],"domain_scores_gemma":[0.9990504,0.0001246482,0.0005991524,0.0001015979,0.0001036779,0.00002054594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0009464546,0.001086514,0.2414654,0.00002172771,0.0008224522,0.000009793955,0.384035,0.000497733,0.002112343,0.3611436,0.00134786,0.006511092],"study_design_scores_gemma":[0.002047706,0.0003966322,0.8312373,0.00001505454,0.000163357,0.00009396226,0.01896639,0.0004329495,0.0002478873,0.1460285,0.0002522394,0.000118038],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855318,0.0005874422,0.001118962,0.01168058,0.0003516918,0.00005450712,0.00001044513,0.000002559239,0.000662025],"genre_scores_gemma":[0.9981887,0.0003600058,0.0006711932,0.0007062381,0.00004977571,0.000003050281,0.00001268039,0.000002350951,0.000005947831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5897719,"threshold_uncertainty_score":0.203155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1452462078770853,"score_gpt":0.3668062345802717,"score_spread":0.2215600267031863,"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."}}