{"id":"W2786972807","doi":"10.5539/ass.v14n2p69","title":"A Study on the Public Aesthetic Perception of Silk Fabrics of Garment -Based on Research Data from Hangzhou, China","year":2018,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Donghua University","keywords":"SILK; China; Perception; Gloss (optics); Statistical analysis; Psychology; Engineering; Mathematics; Geography; Statistics","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":[0.0007729726,0.0002913378,0.0001966418,0.001246678,0.0007454114,0.0004032766,0.0001932874,0.0001987608,0.001886236],"category_scores_gemma":[0.0008952253,0.000171636,0.0003577339,0.001446499,0.0005152544,0.0004160141,0.0004384228,0.0002121385,0.0001473781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001136375,"about_ca_system_score_gemma":0.0008945798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03770581,"about_ca_topic_score_gemma":0.06047056,"domain_scores_codex":[0.9996959,0.00005765393,0.00003187391,0.00004719572,0.0000852078,0.00008221641],"domain_scores_gemma":[0.9991635,0.0002282088,0.0002400803,0.00007178648,0.0001573461,0.0001390364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004410072,0.00009436026,0.9797087,0.00007361663,0.00002613512,0.0003384825,0.01042967,0.00007065329,0.002009345,0.0001212947,0.0001785436,0.006905046],"study_design_scores_gemma":[0.000001648458,0.00005657131,0.9926152,0.000006755726,0.000008750039,0.00005057839,0.006737971,0.00008378753,0.0001625575,0.00001228695,0.0002609308,0.000002898229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996884,0.00001194176,0.00002091613,0.00001394447,4.927717e-7,0.000004237346,0.0000490154,5.765152e-7,0.0002104614],"genre_scores_gemma":[0.9995463,0.00003990705,0.00003817076,0.0000109178,0.000001267173,0.000007118309,0.0001244073,4.024724e-7,0.0002314365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03770581,"threshold_uncertainty_score":0.07497269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2531043689463791,"score_gpt":0.3828490404396452,"score_spread":0.1297446714932661,"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."}}