{"id":"W7044507699","doi":"","title":"Wales' hidden industry: Domestic service in South Wales, 1871-1921.","year":2014,"lang":"en","type":"other","venue":"Cronfa (Swansea University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Memoir; Servant; Public servant; Front (military); Service (business); Public service","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002847209,0.0003124907,0.0001887258,0.00102934,0.0027686,0.001201648,0.0004264352,0.0008091138,0.01700083],"category_scores_gemma":[0.0007828167,0.0004270807,0.0001193423,0.002492659,0.001237519,0.001494296,0.002742728,0.001309345,0.003346884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008039737,"about_ca_system_score_gemma":0.005427353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3509621,"about_ca_topic_score_gemma":0.758515,"domain_scores_codex":[0.9996523,0.00006632676,0.00001845886,0.00003331857,0.00005822095,0.0001713273],"domain_scores_gemma":[0.9997345,0.00005499071,0.0000528423,0.00001080467,0.00004495699,0.0001020242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001695829,0.00007014794,0.03791191,0.002526002,0.00003045129,0.007521098,0.444037,0.0002725038,0.001739239,0.04232427,0.2304457,0.2329522],"study_design_scores_gemma":[0.000005407755,0.00004431677,0.1651472,0.0008006475,0.000005519117,0.000806529,0.1160146,0.00003140696,0.0001535754,0.0007503921,0.7162177,0.00002262633],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5663044,0.1036963,0.0004763154,0.03564519,0.00209853,0.0001440823,0.004918664,0.00004669626,0.2866698],"genre_scores_gemma":[0.4996866,0.02788739,0.0001798908,0.003471859,0.0001562886,0.0001107829,0.000994747,0.00003659269,0.4674759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3509621,"threshold_uncertainty_score":0.6978385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01474210926156565,"score_gpt":0.213802194877684,"score_spread":0.1990600856161183,"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."}}