{"id":"W4404781744","doi":"10.5539/ass.v20n6p96","title":"Research on the Design Element Weights of Women&amp;#39;s Shirts Based on Visual Perception","year":2024,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Color perception and design","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Element (criminal law); Perception; Psychology; Social psychology; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001322249,0.0004727945,0.0001752919,0.0009795135,0.0002569724,0.0007801522,0.0002246026,0.0001988014,0.003134636],"category_scores_gemma":[0.006208917,0.000180495,0.0002916132,0.0005411237,0.0004581952,0.0009996716,0.0003808917,0.0002664177,0.0003031786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003854474,"about_ca_system_score_gemma":0.0002818964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001801286,"about_ca_topic_score_gemma":0.003806978,"domain_scores_codex":[0.9991571,0.0002940589,0.00004057872,0.0001545365,0.0003004025,0.0000533645],"domain_scores_gemma":[0.9968592,0.001546159,0.0005960421,0.0001917368,0.00065663,0.0001502073],"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":[0.0008761999,0.0004020344,0.3438719,0.0009014862,0.0001985432,0.0001683007,0.01653312,0.001755349,0.1243076,0.005310872,0.001731785,0.5039428],"study_design_scores_gemma":[0.00003544815,0.001791076,0.9254762,0.0001664642,0.0002218925,0.0003967066,0.01647507,0.008487836,0.02996481,0.003675641,0.01322082,0.00008797062],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9650978,0.000442685,0.02258019,0.0001078963,0.00002780462,0.00007922884,0.00007432746,0.00003913503,0.01155083],"genre_scores_gemma":[0.9885671,0.0002766525,0.009379642,0.00003242501,0.00001218925,0.00003861866,0.00005005534,0.00001393527,0.00162933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003134636,"threshold_uncertainty_score":0.01048642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.150613586642279,"score_gpt":0.466223455756263,"score_spread":0.3156098691139839,"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."}}