{"id":"W4414516781","doi":"10.59188/icss.v4i1.267","title":"Quarter Life Crisis Among Fresh Graduates: Causes, Impacts, and Coping Strategies","year":2025,"lang":"en","type":"article","venue":"Proceedings of the 2nd International Conference on Social Science (ICSS)","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Distress; Coping (psychology); Unemployment; Psychological intervention; Social support; Quarter (Canadian coin); Emotional distress; Context (archaeology); Social environment","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001851847,0.0001810949,0.0004648006,0.001334895,0.0007887892,0.0008799402,0.0003281491,0.0005329319,0.001980255],"category_scores_gemma":[0.0042353,0.0001363571,0.0006846038,0.0009384177,0.0004039776,0.0008298323,0.0009700403,0.0006336077,0.00008244534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008822898,"about_ca_system_score_gemma":0.002888004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006844452,"about_ca_topic_score_gemma":0.01982951,"domain_scores_codex":[0.9993941,0.0002310605,0.0001014532,0.00005540176,0.0001135084,0.0001044069],"domain_scores_gemma":[0.9986796,0.0004874075,0.0004662336,0.00002611487,0.0001700169,0.0001706415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001712435,0.000401452,0.7005145,0.009743197,0.0005018974,0.002106495,0.02726039,0.0001017505,0.0008990593,0.001190543,0.005839585,0.2512699],"study_design_scores_gemma":[0.00003602553,0.0004881219,0.8558663,0.01153799,0.0004793272,0.001513612,0.110334,0.0002564704,0.0002810637,0.001305899,0.01784691,0.00005435984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9151075,0.07004685,0.0004443526,0.009814066,0.0001951084,0.0002997879,0.0006612359,0.00001428799,0.00341663],"genre_scores_gemma":[0.9673382,0.02956183,0.0006558984,0.001250434,0.00007076933,0.0001454772,0.0003785622,0.000002234807,0.0005964973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006844452,"threshold_uncertainty_score":0.01360923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1788620139272991,"score_gpt":0.4291964637545215,"score_spread":0.2503344498272223,"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."}}