{"id":"W7135091189","doi":"10.1353/vcr.2025.a984996","title":"The Industrial Reformation of English Goldfish: Breed, Breeding, and National Identity in Victorian Popular Discourse","year":2025,"lang":"en","type":"article","venue":"Victorian review","topic":"Literature: history, themes, analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"National identity; Identity (music); National Identities","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001263005,0.0001589185,0.0003765765,0.0001913266,0.0002683548,0.00022581,0.0002975816,0.0000800521,0.0001355673],"category_scores_gemma":[0.000903029,0.0001131135,0.0001280032,0.0003087519,0.0001797145,0.0008012059,0.00006967442,0.0002437804,0.00000596624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002108648,"about_ca_system_score_gemma":0.0001022426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001491877,"about_ca_topic_score_gemma":0.003724774,"domain_scores_codex":[0.9983937,0.00015429,0.0006679608,0.0001986095,0.0004176108,0.0001678741],"domain_scores_gemma":[0.9987847,0.00007031193,0.0002913869,0.0002589775,0.0005520158,0.00004265773],"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":[0.00001889466,0.00005414554,0.001477879,0.001019363,0.0001320487,8.627045e-7,0.01732159,3.237046e-7,0.000007046432,0.9518524,0.02589468,0.002220703],"study_design_scores_gemma":[0.0003430977,0.00001842328,0.0001578438,0.001572172,0.0001295678,1.935474e-7,0.0004420107,0.000006659018,0.000002343632,0.001859145,0.9953559,0.0001126487],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02863759,0.5640965,0.00006277537,0.009783007,0.05152893,0.003888589,0.0005501418,0.0002728548,0.3411797],"genre_scores_gemma":[0.936528,0.03784555,0.00004273593,0.001430035,0.01231843,0.0001622421,0.0002952496,0.00004884568,0.01132895],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9694612,"threshold_uncertainty_score":0.4612633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02492325028625078,"score_gpt":0.2760652508396543,"score_spread":0.2511420005534036,"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."}}