{"id":"W7017213286","doi":"","title":"Aftershocks: The Psychological Cost of the Great War","year":2025,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Mental illness; Pension; Spanish Civil War; World War II; Mental health","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":[0.001281052,0.0004486149,0.0004282572,0.0006390467,0.01082835,0.007196264,0.0006252636,0.001282619,0.01115458],"category_scores_gemma":[0.004168657,0.0002817282,0.0002896371,0.0008186966,0.007840918,0.004724042,0.006664245,0.005639084,0.001127426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005087359,"about_ca_system_score_gemma":0.003807246,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.024372,"about_ca_topic_score_gemma":0.04399445,"domain_scores_codex":[0.9987495,0.0004481256,0.00002321589,0.00006373284,0.0002410462,0.0004743658],"domain_scores_gemma":[0.9980945,0.0003308535,0.00028454,0.00007966188,0.0002028906,0.001007688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003412468,0.0003218856,0.04373337,0.0003022849,0.0002335553,0.003567923,0.5261837,0.0004894718,0.0007381717,0.07240392,0.2583157,0.09336878],"study_design_scores_gemma":[0.00002471624,0.0001567783,0.03460227,0.0002879569,0.00003284647,0.0009449254,0.7317786,0.0001213274,0.0001093748,0.009338471,0.2225461,0.00005665406],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.745416,0.01212479,0.000508871,0.09672243,0.00483094,0.00004804118,0.0004246667,0.00005433577,0.1398699],"genre_scores_gemma":[0.9651738,0.006640447,0.0001013869,0.01119549,0.0007585866,0.00002336433,0.0001279718,0.00004329022,0.01593569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.975628,"threshold_uncertainty_score":0.0484603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07673632095300853,"score_gpt":0.3254876793767356,"score_spread":0.248751358423727,"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."}}