{"id":"W2217583332","doi":"10.1159/000381400","title":"Quantifying Insufficient Coping Behavior under Chronic Stress: A Cross-Cultural Study of 1,303 Students from Italy, Spain and Argentina","year":2015,"lang":"en","type":"article","venue":"Psychopathology","topic":"Resilience and Mental Health","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Response Biomedical (Canada)","funders":"","keywords":"Coping (psychology); Psychology; Personality; Mental health; Clinical psychology; Cognition; Developmental psychology; Social psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005640373,0.0002435798,0.0004343022,0.0001475818,0.000133358,0.00006106452,0.0003814123,0.0001565001,0.000124393],"category_scores_gemma":[0.00002555132,0.000215294,0.00005563628,0.0001844381,0.0002944493,0.0001500333,0.0001798135,0.0002592728,0.0001013905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001283775,"about_ca_system_score_gemma":0.00005124685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001168898,"about_ca_topic_score_gemma":0.0008361977,"domain_scores_codex":[0.9973559,0.000388818,0.0006090478,0.0007204851,0.0003850356,0.0005407289],"domain_scores_gemma":[0.9988059,0.00006903512,0.0002845494,0.0005141316,0.0001022885,0.0002240779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00020573,0.00388438,0.971766,0.00002214479,0.00003873604,0.0001218479,0.01764296,0.00001748114,0.0015484,0.0001358168,0.0001248446,0.004491651],"study_design_scores_gemma":[0.004739624,0.002260266,0.9592823,0.00004816668,0.00005070688,0.00007306641,0.03298787,0.00000868457,0.0001017811,0.00004833343,0.0001883094,0.0002108333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936982,0.002308534,0.00005958251,0.00004834048,0.002265214,0.0009414412,0.00004553242,0.00004777902,0.0005853345],"genre_scores_gemma":[0.9992145,0.0000568521,0.000058844,0.000136955,0.0001366556,0.0001620475,0.00002979789,0.00002554692,0.0001788503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01534492,"threshold_uncertainty_score":0.8779435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1270401567426369,"score_gpt":0.4980282914850764,"score_spread":0.3709881347424395,"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."}}