{"id":"W3005599175","doi":"10.7202/1066854ar","title":"Christophe Declerq et Julian Walker, dir., Languages and the First World War: Representation and Memory, London, Palgrave Macmillan UK, 2016, 256 p.","year":2019,"lang":"en","type":"article","venue":"Cahiers d histoire","topic":"Historical Linguistics and Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Representation (politics); History; Humanities; Art history; Art; Politics; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002117993,0.0002132529,0.0003323666,0.00009560043,0.00142723,0.00009533008,0.0001374765,0.00005480503,0.0005471379],"category_scores_gemma":[0.0001788422,0.0001452065,0.0000848269,0.00005584464,0.001822432,0.00001575618,0.00007232923,0.0002422651,0.00005284457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001085388,"about_ca_system_score_gemma":0.00001847197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002983214,"about_ca_topic_score_gemma":0.008311315,"domain_scores_codex":[0.9989188,0.00006541872,0.0002451139,0.0003471739,0.0001870293,0.0002365073],"domain_scores_gemma":[0.9991039,0.0002645689,0.0001285794,0.0003258393,0.00009058973,0.00008652103],"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":[0.0002372025,0.00001814724,0.0008461618,0.0001814033,0.0001693259,0.0001021037,0.3390335,0.000005278935,0.0000213787,0.4782727,0.1638634,0.01724943],"study_design_scores_gemma":[0.001771119,0.00006485774,0.001186064,0.00007436072,0.0001100344,0.00000884577,0.01851951,0.00006729327,0.0000107682,0.006123727,0.9716807,0.000382727],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04655842,0.2164038,0.00001101542,0.004980529,0.002565297,0.0007703738,0.00008964869,0.000140105,0.7284808],"genre_scores_gemma":[0.9509042,0.0008789897,0.00004425049,0.001545441,0.0004092414,0.00002595849,0.00002824771,0.0000290976,0.04613461],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9043458,"threshold_uncertainty_score":0.9998728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00775296481838011,"score_gpt":0.2216434862531013,"score_spread":0.2138905214347212,"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."}}