{"id":"W3144444293","doi":"10.3366/cult.2021.0230","title":"Uniforms and Commercial Culture: Constructing a Vision of Warfare in Pre-Great War Britain","year":2021,"lang":"en","type":"article","venue":"Cultural History","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of the Fraser Valley","funders":"","keywords":"Anachronism; Representation (politics); Modern warfare; Nationalism; History; Variety (cybernetics); Meaning (existential); Modernity; Visual culture; Empire; Aesthetics; Media studies; Law; Sociology; Visual arts; Art; Political science; Ancient history; Politics; Psychology; Artificial intelligence","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":[0.00006082345,0.0001428564,0.0002401202,0.00003315711,0.0001395532,0.00002763939,0.00008206122,0.00006610792,0.001323754],"category_scores_gemma":[0.00004308652,0.00009927003,0.00007524479,0.00003428948,0.0004603643,0.0003391321,0.00005608598,0.000171052,0.00001043914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001485257,"about_ca_system_score_gemma":0.0000327909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002207713,"about_ca_topic_score_gemma":0.004026621,"domain_scores_codex":[0.999195,0.00005330472,0.0002591742,0.0001982142,0.0001343689,0.0001599281],"domain_scores_gemma":[0.999566,0.00001805706,0.00008850627,0.0001024321,0.0001686811,0.00005635242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006275829,0.0001358599,0.001019515,0.0003455855,0.00004287227,0.0000669215,0.754959,0.000002409547,0.01233525,0.1158161,0.07524285,0.03997087],"study_design_scores_gemma":[0.0009355407,0.0000991402,0.003805903,0.0002889055,0.00002639421,0.00006022428,0.1286368,0.00002840327,0.0007678567,0.0003003674,0.8647024,0.0003481068],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9466907,0.004290783,3.055397e-7,0.0001828788,0.0004601436,0.00009723038,0.00002081383,0.00004226459,0.0482149],"genre_scores_gemma":[0.9811977,0.0002341112,0.0001138984,0.0002313078,0.0001393251,0.000005035253,0.00006028005,0.000008837091,0.0180095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7894595,"threshold_uncertainty_score":0.9995891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03428099978445142,"score_gpt":0.2447216806393349,"score_spread":0.2104406808548835,"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."}}