{"id":"W4409061999","doi":"10.5539/ass.v21n2p37","title":"Research on the Design of Tang Dynasty Hunting Pattern Cultural and Creative Products Based on Narrative Design","year":2025,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Cultural and Communication Design Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Narrative; Aesthetics; Architectural engineering; Business; Sociology; History; Literature; Art; Engineering","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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002613162,0.00008407331,0.0001040531,0.000115698,0.003040865,0.0003489004,0.0005291289,0.0000223201,0.0001871234],"category_scores_gemma":[0.0005106094,0.00004657886,0.00002199539,0.0005360821,0.002875845,0.0001967998,0.0001082507,0.0002825549,0.00001078537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008174764,"about_ca_system_score_gemma":0.0001935517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002303626,"about_ca_topic_score_gemma":0.0000310191,"domain_scores_codex":[0.998039,0.0007861345,0.0001294903,0.0002417137,0.0005410404,0.000262638],"domain_scores_gemma":[0.998483,0.0005529259,0.00005956721,0.0001831448,0.0006915043,0.00002987804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001074555,0.0001294972,0.00003442934,0.00002158172,0.0000172231,0.00000118134,0.2492279,0.00001368885,0.004898682,0.6714749,0.00840269,0.06567083],"study_design_scores_gemma":[0.0006391598,0.001071338,0.01595894,0.0004839697,0.00001376081,4.722569e-7,0.9292217,0.00429693,0.02179196,0.01784043,0.008277409,0.0004039399],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02221009,0.00007068389,0.001479447,0.05103141,0.00009920956,0.00154001,0.00001055042,0.00004408984,0.9235145],"genre_scores_gemma":[0.995093,0.000004522805,0.00009459141,0.0002372409,0.00006633237,0.00005824943,8.417378e-7,0.000003004948,0.004442222],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9728829,"threshold_uncertainty_score":0.9998378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2791513498567647,"score_gpt":0.4033907639485247,"score_spread":0.12423941409176,"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."}}