{"id":"W3211197533","doi":"","title":"한국 여성의 이미지별 손톱화장에 관한 연구 - 20대ㆍ30대 연령 중심으로","year":2002,"lang":"ko","type":"article","venue":"한국인체미용예술학회지","topic":"Consumer Perception and Purchasing Behavior","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nail (fastener); Beauty; Identity (music); Art; Visual arts; Aesthetics; Engineering","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":[0.0003042061,0.0002232307,0.0001321193,0.0006294033,0.002085092,0.002802335,0.0001965449,0.0005416235,0.02890359],"category_scores_gemma":[0.0007059721,0.0001031794,0.0001356897,0.001113379,0.002333293,0.001398061,0.0007311103,0.0006402322,0.006035401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001228655,"about_ca_system_score_gemma":0.0008161573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004888402,"about_ca_topic_score_gemma":0.009721803,"domain_scores_codex":[0.9997204,0.00004562036,0.0000127809,0.00004480014,0.0001314758,0.00004493801],"domain_scores_gemma":[0.9996833,0.00008300429,0.00004063696,0.00003075594,0.0001164557,0.00004591642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002420693,0.0001062021,0.0141352,0.0004873241,0.00001785673,0.0006492878,0.01587728,0.0003147598,0.005376888,0.3703457,0.07450592,0.5179414],"study_design_scores_gemma":[0.00000496655,0.00008464061,0.02164183,0.0002005665,0.00001008744,0.0009425909,0.00771519,0.0002477361,0.002959713,0.02652442,0.9396423,0.00002600116],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07050984,0.01035444,0.005208233,0.005280077,0.0008272745,0.00003853748,0.0001673643,0.0000981371,0.9075161],"genre_scores_gemma":[0.5978583,0.007994313,0.003412722,0.001161158,0.0002233815,0.000023769,0.0001259012,0.00006097389,0.3891394],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02890359,"threshold_uncertainty_score":0.09669209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0520796082150972,"score_gpt":0.2497594362426659,"score_spread":0.1976798280275687,"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."}}