{"id":"W2278448221","doi":"","title":"'Canada's Troubled Troops': The Construction of Post-Traumatic Stress Disorder and Its Uses by the Canadian Armed Forces","year":2004,"lang":"en","type":"article","venue":"Alternate routes","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Traumatic stress; Criminology; Forensic engineering; Political science; Psychology; Psychiatry; Law; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0001475778,0.00007188396,0.0001048099,0.00008011278,0.001351143,0.0002417138,0.0002698455,0.00003767263,0.00007769711],"category_scores_gemma":[0.00008972733,0.00005584018,0.00003112688,0.0001294966,0.0005252765,0.0001555374,0.0000124571,0.00009012449,0.0000025173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004953453,"about_ca_system_score_gemma":0.002207845,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9999482,"about_ca_topic_score_gemma":0.999999,"domain_scores_codex":[0.9991859,0.00006749199,0.0001425513,0.0001116138,0.0002530148,0.0002394262],"domain_scores_gemma":[0.9994915,0.00009298755,0.00009525967,0.0001069995,0.00007686336,0.000136355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007364638,0.0001401978,0.03978952,0.0002389345,0.0006685681,0.00004593032,0.185482,0.0007109237,0.0006291968,0.715587,0.01299423,0.04363982],"study_design_scores_gemma":[0.002335754,0.000156443,0.06664299,0.0002285188,0.0002842263,0.00003335141,0.1051736,0.0001158389,0.001118924,0.007932242,0.8151363,0.0008417716],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788372,0.001656933,0.000002849212,0.01506707,0.0003213623,0.0002250915,0.0002156396,0.000009283029,0.0036646],"genre_scores_gemma":[0.9982749,0.000335173,0.000007733068,0.0003557482,0.00006072841,0.000009865846,0.000006956472,0.000006381764,0.0009425158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8021421,"threshold_uncertainty_score":0.999949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008692943405173403,"score_gpt":0.2183695712761691,"score_spread":0.2096766278709957,"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."}}