{"id":"W4310836565","doi":"10.32920/21688970","title":"A study of Canadian female baby boomers: Physiological and psychological needs, clothing choice and shopping motives","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Clothing; Baby boomers; Gratification; Consumption (sociology); Psychology; Advertising; Product (mathematics); Attractiveness; Population; Marketing; Applied psychology; Gerontology; Social psychology; Business; Medicine; Sociology; Political science; Demography; Social science; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008681216,0.0004612781,0.0004904133,0.001123669,0.007612498,0.001357531,0.000579364,0.0005944204,0.004502751],"category_scores_gemma":[0.001604879,0.0005774281,0.0004178741,0.001627155,0.001561155,0.0007691783,0.0008957774,0.001413473,0.0003732873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0099936,"about_ca_system_score_gemma":0.008663167,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8775754,"about_ca_topic_score_gemma":0.9338045,"domain_scores_codex":[0.999487,0.00006989438,0.00001443009,0.00005640217,0.0001189197,0.0002532596],"domain_scores_gemma":[0.9990113,0.0001438192,0.0001115109,0.00002118341,0.0003162766,0.0003958911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001973877,0.0005312292,0.354924,0.0001435038,0.00001741182,0.001922423,0.6220116,0.00003073776,0.001931597,0.0004809494,0.002443574,0.01536564],"study_design_scores_gemma":[0.000009802505,0.0003114717,0.4505634,0.00005878996,0.00001329118,0.0004560262,0.5419133,0.00005913894,0.0001395763,0.00003350291,0.006404399,0.00003722724],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982746,0.0001523857,0.00002867399,0.0001923989,0.000009933754,0.00002879621,0.00009211624,0.000001283607,0.001219964],"genre_scores_gemma":[0.996117,0.0004832658,0.000144041,0.0003263152,0.000009230757,0.00003848288,0.0001105853,0.000003757126,0.002767429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1224246,"threshold_uncertainty_score":0.2462911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2384901550538482,"score_gpt":0.3223171051820606,"score_spread":0.08382695012821242,"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."}}