{"id":"W7130509123","doi":"10.21070/acopen.10.2025.9829","title":"Moderate Quarter Life Crisis Dominates Emerging Adult Students","year":2025,"lang":"","type":"article","venue":"Academia Open","topic":"Student Stress and Coping","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Categorical variable; Stratified sampling; Descriptive statistics; Life course approach; Distress; Life satisfaction; Descriptive research","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":[0.0004658363,0.0001793435,0.0003100209,0.0006141075,0.0008373983,0.0009387208,0.0002914376,0.000273275,0.007701796],"category_scores_gemma":[0.00249331,0.0001445858,0.000209017,0.0005746051,0.0004585681,0.0006301783,0.001269417,0.0006992939,0.0005852852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000445464,"about_ca_system_score_gemma":0.0008886382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004315202,"about_ca_topic_score_gemma":0.00825092,"domain_scores_codex":[0.9994951,0.00009043896,0.00005700482,0.00007421484,0.0001267162,0.0001565009],"domain_scores_gemma":[0.9985186,0.0001563522,0.0005554426,0.00005000166,0.0002332519,0.0004863025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009067306,0.0001131774,0.9579781,0.0001360605,0.0000146083,0.0003666481,0.009999715,0.00002456268,0.0008396174,0.0002864604,0.001450829,0.0286996],"study_design_scores_gemma":[0.000003165796,0.0001460977,0.9512212,0.0001223905,0.000007880437,0.0005221214,0.04415316,0.00008013361,0.0001581083,0.0001866406,0.003390632,0.000008465803],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969337,0.0003469054,0.000108585,0.0003254085,0.00002047105,0.00002613695,0.0001843386,0.000006754631,0.002047634],"genre_scores_gemma":[0.9987062,0.0003562142,0.00005640069,0.0001071024,0.00001298831,0.00001707969,0.0001173736,0.000002401488,0.0006241502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007701796,"threshold_uncertainty_score":0.02576506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02528577001165164,"score_gpt":0.4250151608611335,"score_spread":0.3997293908494818,"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."}}