{"id":"W3214883297","doi":"10.5539/ass.v17n12p81","title":"Study on the Factors Affecting the Embroidery Pattern Style of Miao in Leishan","year":2021,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Style (visual arts); Field (mathematics); Image stitching; Psychology; Computer science; Artificial intelligence; Mathematics; Art; Visual arts","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":[],"consensus_categories":[],"category_scores_codex":[0.0003458842,0.00006081124,0.00008020489,0.00001865528,0.0008964371,0.0002047755,0.0002645786,0.00001133855,0.0003693258],"category_scores_gemma":[0.00009032636,0.00002942476,0.00004342132,0.0001556262,0.0004621082,0.0001187317,0.00006208586,0.000117802,0.00001288983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002337646,"about_ca_system_score_gemma":0.00003685547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002132917,"about_ca_topic_score_gemma":0.005498651,"domain_scores_codex":[0.9992168,0.0001070694,0.0001028594,0.0001350767,0.0002834152,0.0001547806],"domain_scores_gemma":[0.9996901,0.00009153326,0.00005293256,0.00009878957,0.00005051768,0.00001609105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[8.35245e-7,0.0001144518,0.004133138,0.000002513447,0.000005035205,0.000004060761,0.952651,8.540591e-8,0.0008074078,0.02835369,0.0002911425,0.01363666],"study_design_scores_gemma":[0.00005028794,0.00002743177,0.2495217,0.000008927811,0.000002149536,1.657556e-7,0.7490789,5.436556e-7,0.0006167697,0.0001343516,0.0005172216,0.00004152465],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8137441,0.000003296199,2.414766e-7,0.001091979,0.0001491542,0.00009637515,0.000002571697,0.000008587975,0.1849037],"genre_scores_gemma":[0.9988405,4.272008e-7,2.316162e-7,0.0002271758,0.00009514633,0.000003288198,4.136523e-7,0.000002807902,0.0008300301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2453886,"threshold_uncertainty_score":0.689476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06697672146973933,"score_gpt":0.2832508668297166,"score_spread":0.2162741453599772,"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."}}