{"id":"W4408109415","doi":"10.1080/19475020.2025.2473839","title":"Domestic Surveillance and Social Control in Britain and France during World War I","year":2024,"lang":"en","type":"article","venue":"First World War Studies","topic":"European history and politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"First world war; Control (management); World War II; Political science; Social control; History; Economic history; Law; Ancient history; Management; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.0005277267,0.0001262483,0.0002594601,0.000145603,0.0009657536,0.00003923216,0.00008058839,0.00002311781,0.00001655165],"category_scores_gemma":[0.0001575681,0.000125619,0.00003164281,0.0003534273,0.0006776833,0.0001150036,0.0000601908,0.0001817989,0.00002213696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001067254,"about_ca_system_score_gemma":0.00002802438,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003075466,"about_ca_topic_score_gemma":0.03898184,"domain_scores_codex":[0.9989033,0.0001706772,0.0001858321,0.0002604862,0.0001458049,0.0003339344],"domain_scores_gemma":[0.9991828,0.0006394067,0.00003158757,0.00006306497,0.00003202502,0.00005113677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006338567,0.00006067029,0.6183364,0.001520413,0.0002235946,0.0005319123,0.2989303,0.00002628692,0.00001844447,0.05752411,0.02078736,0.001977084],"study_design_scores_gemma":[0.0005045345,0.00001372131,0.2126901,0.000239116,0.00002016713,0.000001892879,0.003163775,0.00003298756,0.000001174043,0.001172261,0.7818984,0.0002618009],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8368737,0.1329287,0.000004215712,0.01335591,0.001053572,0.0003070945,0.000045143,0.0001950622,0.01523668],"genre_scores_gemma":[0.9775845,0.002679865,0.0000170549,0.0002020104,0.0005140059,0.00001277106,5.634318e-7,0.00001379005,0.01897542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7611111,"threshold_uncertainty_score":0.9785542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01881717304146398,"score_gpt":0.2920174349711025,"score_spread":0.2732002619296385,"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."}}