{"id":"W4408851250","doi":"10.47772/ijriss.2025.917psy0013","title":"Career Decision Making and the Quarter-Life Crisis in Generation Z","year":2025,"lang":"en","type":"article","venue":"International Journal of Research and Innovation in Social Science","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Psychology; 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":[],"consensus_categories":[],"category_scores_codex":[0.008751732,0.00003810311,0.00009376741,0.001899247,0.0002289709,0.0001684487,0.0003632631,0.00004852712,0.00003917855],"category_scores_gemma":[0.001519492,0.00002711064,0.00001109571,0.002369451,0.0009211872,0.0002524909,0.000106021,0.0004206121,0.000001219113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001272438,"about_ca_system_score_gemma":0.0002331778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001041867,"about_ca_topic_score_gemma":0.00005445397,"domain_scores_codex":[0.9983078,0.0002153687,0.0003929781,0.0001393103,0.0007574621,0.0001870769],"domain_scores_gemma":[0.9978992,0.0004253412,0.00009608481,0.00005111204,0.001508388,0.00001990221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0008524245,0.00007304872,0.1008641,0.000003241831,0.00002323832,0.00003021672,0.009914293,0.000003682465,0.0003075977,0.8070428,0.01484543,0.06603991],"study_design_scores_gemma":[0.005583289,0.000180825,0.7997183,0.0001822454,0.000002788951,0.00005940015,0.04690668,0.001638417,0.00009914199,0.143874,0.001644368,0.0001106042],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9664443,0.0003293858,0.00256308,0.02046713,0.0005500349,0.00008505081,8.215329e-7,0.000001700789,0.009558517],"genre_scores_gemma":[0.9991142,0.00002587316,0.0001324809,0.0004240248,0.0001967863,0.000007642734,3.584833e-7,0.000001356335,0.00009725514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6988541,"threshold_uncertainty_score":0.3394153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1466897612123725,"score_gpt":0.5391205961274436,"score_spread":0.392430834915071,"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."}}