{"id":"W4404558349","doi":"10.38055/fst030105","title":"Learning Clothing Repair Strategies from Soviet and Italian Housekeeping Encyclopaedias for Women Published in the 1960s","year":2024,"lang":"en","type":"article","venue":"Fashion Studies","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Housekeeping; Clothing; Psychology; History; Archaeology; Biology","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005528076,0.0001789631,0.0002498291,0.00008477982,0.0005704102,0.001306868,0.0001227959,0.0000396322,0.0002071755],"category_scores_gemma":[0.0002031892,0.0001081035,0.00009271475,0.00006696153,0.0001838015,0.0008221267,0.00006782376,0.0002461103,0.00002546014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003397591,"about_ca_system_score_gemma":0.00002152965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005479121,"about_ca_topic_score_gemma":0.00184293,"domain_scores_codex":[0.9988671,0.0001005724,0.0002710766,0.0003122948,0.000166693,0.0002822433],"domain_scores_gemma":[0.9992277,0.000524471,0.00004968882,0.0001057998,0.00006353085,0.00002879829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008851833,0.00001501145,0.0002129789,0.0002008832,0.0001412746,0.00001093572,0.8517954,0.000007865747,0.00003348923,0.1235279,0.01996364,0.004081733],"study_design_scores_gemma":[0.000141958,0.00006419024,0.0006531795,0.0001307422,0.00001695948,9.301867e-7,0.7589595,0.0001156933,0.000001403713,0.005884254,0.2338893,0.0001418789],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672637,0.003816427,0.000005061567,0.002538691,0.0007946102,0.0002931964,0.00002618695,0.0004404665,0.02482165],"genre_scores_gemma":[0.9927405,0.0008132345,0.00003837169,0.000409678,0.000619538,0.0002071188,0.00001889151,0.00001918137,0.005133559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2139256,"threshold_uncertainty_score":0.9997299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05552132298989575,"score_gpt":0.2942659359606145,"score_spread":0.2387446129707187,"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."}}