{"id":"W2086102129","doi":"10.1016/j.appdev.2014.10.001","title":"Identity in young adulthood: Links with mental health and risky behavior","year":2015,"lang":"en","type":"article","venue":"Journal of Applied Developmental Psychology","topic":"Identity, Memory, and Therapy","field":"Psychology","cited_by":135,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Intrapersonal communication; Confusion; Psychology; Mental health; Developmental psychology; Young adult; Identity (music); Interpersonal communication; Clinical psychology; Social psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0006894496,0.0001795302,0.0002063774,0.0008228421,0.0005889704,0.0008790503,0.0001655467,0.0002999153,0.0008610672],"category_scores_gemma":[0.003299325,0.0001848318,0.0002409946,0.000586207,0.0003428333,0.000564735,0.0009247815,0.000557156,0.00009873438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003628473,"about_ca_system_score_gemma":0.000527203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006028706,"about_ca_topic_score_gemma":0.01245614,"domain_scores_codex":[0.9997677,0.00006098473,0.00002755989,0.000034624,0.00005259378,0.00005655495],"domain_scores_gemma":[0.998695,0.0002279158,0.0006021189,0.00005832161,0.0001230027,0.0002936321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001988047,0.00003780589,0.995461,0.000005628284,0.000009910234,0.00003145642,0.0008889418,0.0000189572,0.0001175073,0.00008720854,0.00001834677,0.003303299],"study_design_scores_gemma":[0.000001041715,0.00004227303,0.9981919,0.000007139291,0.000005483487,0.00006984149,0.001331581,0.0001151642,0.00005321612,0.0001075053,0.00007301074,0.000001842753],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996513,0.00008558137,0.00005072009,0.00002314973,0.000001258394,0.000002998303,0.00002358382,5.441465e-7,0.0001607446],"genre_scores_gemma":[0.9997037,0.00008687223,0.00009240422,0.000005750537,0.000001341832,0.000002980555,0.00004609672,3.666563e-7,0.00006057254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006028706,"threshold_uncertainty_score":0.01198727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03375512935945101,"score_gpt":0.3708596568775951,"score_spread":0.3371045275181441,"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."}}