{"id":"W7033721689","doi":"","title":"Review of Antietam in the Lower Forty: An American Play on Shell Shock","year":2024,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Vocational Education and Training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Shell (structure); Shock (circulatory); Electric shock; Shock wave","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003683814,0.0001322085,0.0003777657,0.0003634444,0.0001972699,0.0005932613,0.001751296,0.00003653793,0.006847871],"category_scores_gemma":[0.0005178518,0.00009649539,0.0001318531,0.001745337,0.000273493,0.001210865,0.00007914852,0.000288247,0.0000189439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000709802,"about_ca_system_score_gemma":0.0005364555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002391317,"about_ca_topic_score_gemma":0.000596968,"domain_scores_codex":[0.9977151,0.0005281467,0.0005566582,0.0002483698,0.0007306503,0.0002210511],"domain_scores_gemma":[0.9985285,0.000557461,0.0003501315,0.0002676816,0.0001760342,0.000120232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001390145,0.002298539,0.2526176,0.001637436,0.000291076,0.00005357432,0.04059442,0.0001312097,0.001483221,0.02132833,0.3401906,0.3392349],"study_design_scores_gemma":[0.0001735337,0.00005035703,0.5392032,0.009505386,0.00008440193,0.000005229874,0.007433593,0.00004382542,0.0002128921,0.006664409,0.4362398,0.0003833105],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7138492,0.1378084,0.00005128706,0.01057526,0.002004293,0.001197029,0.0000453592,0.00004361869,0.1344255],"genre_scores_gemma":[0.9177103,0.07862879,0.00005972586,0.003114962,0.0002090663,0.00002529337,0.000008919145,0.00001535801,0.0002275647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3388516,"threshold_uncertainty_score":0.99406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3708118525204868,"score_gpt":0.6422572495427147,"score_spread":0.2714453970222279,"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."}}