{"id":"W2914851784","doi":"10.3138/9781442661400","title":"A Weary Road: Shell Shock in the Canadian Expeditionary Force, 1914-1918","year":2013,"lang":"en","type":"book","venue":"Project Muse (Johns Hopkins University)","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shell (structure); Shock (circulatory); Aeronautics; Political science; Physics; Engineering; Medicine; Mechanical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","bibliometrics","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004024944,0.0002960275,0.0003362818,0.04320687,0.002073875,0.0004990933,0.001345968,0.0007037848,0.001649093],"category_scores_gemma":[0.00006383014,0.0003699965,0.0002624675,0.004210083,0.0008664854,0.0006750525,0.00009621657,0.0008971771,0.0005880509],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01043317,"about_ca_system_score_gemma":0.03416292,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9995098,"about_ca_topic_score_gemma":0.9999717,"domain_scores_codex":[0.9974747,0.0003578697,0.0002169759,0.0005348694,0.0006574449,0.0007581091],"domain_scores_gemma":[0.9987089,0.0001328268,0.0001614404,0.000483745,0.0001439586,0.0003691042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002394989,0.00007952787,0.00005214535,0.00008152339,0.00008218665,0.001804225,0.1004642,0.000004094818,6.953735e-8,0.07505929,0.8119466,0.01040216],"study_design_scores_gemma":[0.0002658614,0.00003523981,0.00009023523,0.00009672735,0.000065391,0.000005886649,0.003533912,0.00000492015,3.950417e-8,0.0000473941,0.995418,0.0004364029],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001372528,0.0000178971,0.000001497346,0.0009092255,0.0006061525,0.001155106,0.0002831982,0.00007450797,0.9968151],"genre_scores_gemma":[0.002950509,0.1205809,0.00005358179,0.001723764,0.001827248,0.00002631761,0.000469868,0.00008369541,0.8722841],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1834714,"threshold_uncertainty_score":0.9998752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0170298246704568,"score_gpt":0.2069318397607675,"score_spread":0.1899020150903107,"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."}}