{"id":"W4410783097","doi":"10.1080/02619288.2025.2494050","title":"The British visitors’ book and hotel register before and after World War I: texts and contexts","year":2025,"lang":"en","type":"article","venue":"Immigrants & Minorities","topic":"Travel Writing and Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Register (sociolinguistics); History; Media studies; Sociology; Linguistics; Philosophy","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0001184652,0.0002048267,0.0002350851,0.00007526286,0.001252946,0.00222996,0.00009225283,0.00006426331,0.00005168093],"category_scores_gemma":[0.00001667323,0.0001632048,0.00004677691,0.00003089312,0.0009200199,0.000286832,0.00007367574,0.0002136011,0.00000255832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008650119,"about_ca_system_score_gemma":0.00001465584,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002494988,"about_ca_topic_score_gemma":0.09167833,"domain_scores_codex":[0.9989945,0.00004290824,0.0002383304,0.0002993123,0.0001210255,0.0003039818],"domain_scores_gemma":[0.9995056,0.0001387515,0.00004616489,0.0001741217,0.00007095376,0.00006435189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003158271,0.00009414887,0.08208752,0.001075262,0.0003378469,0.0002414828,0.128364,2.794789e-8,0.00002843853,0.06905831,0.2473126,0.4710846],"study_design_scores_gemma":[0.0005074462,0.00004442158,0.1544474,0.0006312467,0.00004490653,0.00003489443,0.004612554,0.00000231103,0.000009523267,0.002263187,0.8372114,0.0001907105],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8027152,0.1722066,8.983278e-7,0.001581666,0.0006412744,0.0002492376,0.0001774909,0.00007940239,0.0223483],"genre_scores_gemma":[0.6804651,0.0007439104,0.000008345783,0.001141592,0.0003934799,0.00002713664,0.000004754039,0.00001257863,0.3172031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5898988,"threshold_uncertainty_score":0.9988058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004411719835856549,"score_gpt":0.202471985859208,"score_spread":0.1980602660233514,"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."}}