{"id":"W4414081853","doi":"10.1007/s10964-025-02252-2","title":"Coping Profiles and Functioning During Emerging Adulthood: A Comparative Person-Centered Longitudinal Approach","year":2025,"lang":"en","type":"article","venue":"Journal of Youth and Adolescence","topic":"Identity, Memory, and Therapy","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université du Québec à Rimouski; Université du Québec à Trois-Rivières; Simon Fraser University; Concordia University","funders":"Fonds de Recherche du Québec-Société et Culture; Concordia University","keywords":"Coping (psychology); Health psychology; Situational ethics; Longitudinal study; Young adult; Maladaptive coping; Avoidance coping; Quality of Life Research","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002290324,0.0001291644,0.0002724938,0.000187652,0.0002601681,0.0000862044,0.00009437706,0.00004867223,0.00001563695],"category_scores_gemma":[0.00001727324,0.0001124496,0.00005924708,0.0001410437,0.00008770738,0.0001819743,0.00002396162,0.000307847,0.000001448207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002281769,"about_ca_system_score_gemma":0.00003047767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002007339,"about_ca_topic_score_gemma":0.000002413955,"domain_scores_codex":[0.9991127,0.00008961069,0.00027239,0.0001926363,0.0001267017,0.0002059602],"domain_scores_gemma":[0.9994664,0.00002014535,0.000240298,0.00008256851,0.0001082606,0.0000823266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009395076,0.0002439789,0.9442714,0.0003588476,0.0002542621,0.0000425758,0.0492169,0.00001735723,0.001628253,0.0004500957,0.0002648783,0.002311963],"study_design_scores_gemma":[0.002610659,0.0001339112,0.9271504,0.001030906,0.00008771655,0.0002119112,0.06806801,0.0001107847,0.0003759465,0.00003405094,0.00002894011,0.0001568004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897299,0.004340195,0.003787155,0.0001441093,0.0006422962,0.0001124511,0.000003342179,0.00001130075,0.001229288],"genre_scores_gemma":[0.9989049,0.0001436932,0.0003504347,0.00007589393,0.0002192536,0.00000166017,9.665097e-7,0.000006015741,0.0002971947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01885111,"threshold_uncertainty_score":0.4585563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06379739067941326,"score_gpt":0.3161218704144343,"score_spread":0.2523244797350211,"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."}}