{"id":"W4381550618","doi":"10.47611/jsrhs.v11i4.3049","title":"The Quarter-Life Crisis: The Lack of Identity Development Support in Adolescents","year":2022,"lang":"en","type":"article","venue":"Journal of Student Research","topic":"Identity, Memory, and Therapy","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identity (music); Identity crisis; Psychology; Quarter (Canadian coin); Mental health; Developmental psychology; Scale (ratio); Identity formation; Self-concept; Social psychology; Psychiatry; History","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01300873,0.0000996135,0.0002463322,0.0003534618,0.0006791728,0.0001190541,0.001813756,0.00003712878,0.001037178],"category_scores_gemma":[0.0000714439,0.00006108227,0.0001341887,0.0005930678,0.0001408661,0.0001333183,0.0004208884,0.001297291,0.00007145798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002700508,"about_ca_system_score_gemma":0.0003913883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002023509,"about_ca_topic_score_gemma":0.0004369403,"domain_scores_codex":[0.9940098,0.001633668,0.0008898417,0.0001589728,0.002821485,0.0004862329],"domain_scores_gemma":[0.9985626,0.000172328,0.0003489974,0.0003846318,0.0004308765,0.0001005527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009638736,0.003006126,0.8392925,0.00004678655,0.0004874009,0.0004039644,0.04194187,0.00002312288,0.0001998432,0.001994975,0.1094549,0.002184595],"study_design_scores_gemma":[0.001402774,0.0004854171,0.8837878,0.00002695255,0.000009117233,0.00004886301,0.1023881,6.658634e-7,0.00005458032,0.0006736105,0.0110586,0.00006352452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914944,0.001499174,0.00001677501,0.003892719,0.001402953,0.0003313401,0.000001697137,0.000002860713,0.001358062],"genre_scores_gemma":[0.998503,0.0002464325,0.000005633393,0.000238157,0.0001992251,0.00003757842,3.997772e-7,0.00001309788,0.0007565332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09839632,"threshold_uncertainty_score":0.999876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2488228819260007,"score_gpt":0.5257132851335643,"score_spread":0.2768904032075636,"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."}}