{"id":"W4416401610","doi":"10.1353/vpr.2025.a975319","title":"Images of Welsh Seaside Tourism in Punch, or the London Charivari , 1841–1900","year":2025,"lang":"en","type":"article","venue":"Victorian periodicals review","topic":"Historical Studies of British Isles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Welsh; Decadence; Tourism; Elite; Destinations","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004586225,0.0002403803,0.0001571807,0.002002536,0.003495233,0.00309574,0.0002785054,0.0005821677,0.02007704],"category_scores_gemma":[0.0005376388,0.0001996556,0.00007338489,0.0040872,0.003332908,0.00096922,0.00165291,0.0008107395,0.001777695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007077002,"about_ca_system_score_gemma":0.002522166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1787442,"about_ca_topic_score_gemma":0.5530419,"domain_scores_codex":[0.9997739,0.00006099429,0.000009217301,0.00002599818,0.00006476766,0.00006520173],"domain_scores_gemma":[0.9996283,0.0001056769,0.00008209944,0.00002055716,0.00006441558,0.00009883175],"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":[0.0003852181,0.00004939532,0.01511744,0.003102771,0.00002635743,0.004999646,0.6964728,0.00009840065,0.002119559,0.0262767,0.1410483,0.1103034],"study_design_scores_gemma":[0.00000635828,0.00003724665,0.06465444,0.0009797298,0.000008240886,0.0007841057,0.1719226,0.000009860104,0.0002100836,0.0002369343,0.7611351,0.00001533874],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4281151,0.103256,0.000103121,0.00777875,0.0007629382,0.00004503871,0.001515731,0.00005102373,0.4583724],"genre_scores_gemma":[0.7626078,0.03616209,0.000105057,0.000881526,0.0002363953,0.00002006231,0.0003998485,0.00004499617,0.1995422],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1787442,"threshold_uncertainty_score":0.3554076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01982480408563844,"score_gpt":0.2640520420955162,"score_spread":0.2442272380098778,"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."}}