{"id":"W4377099020","doi":"10.56028/aehssr.5.1.385.2023","title":"The Application of Traditional Chinese Culture in the Cultural and Creative Industry: A Case Study of \"The New Forbidden City.\"","year":2023,"lang":"en","type":"article","venue":"Advances in Education Humanities and Social Science Research","topic":"Asian Culture and Media Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Earl Haig Secondary School","funders":"","keywords":"China; Cultural industry; Creative industries; Culture industry; Cultural heritage; Element (criminal law); Industry of China; Chinese culture; Business; Advertising; Political science; Economy; Sociology; Social science; Economics; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001944104,0.00004895686,0.00008249748,0.00007905803,0.002666404,0.00008502961,0.0003086433,0.00004077378,0.000002769595],"category_scores_gemma":[0.0005335275,0.00002409913,0.00001374942,0.001577485,0.003129586,0.0003984163,0.00006837522,0.0002693803,1.471596e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000742134,"about_ca_system_score_gemma":0.0004620339,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.006676451,"about_ca_topic_score_gemma":0.05445018,"domain_scores_codex":[0.9985901,0.0002819641,0.0001380271,0.0001333585,0.0006557859,0.0002007936],"domain_scores_gemma":[0.9992059,0.0003985547,0.00006909094,0.00006763219,0.0002374182,0.00002134704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00000421703,0.00008922262,0.02280877,0.000007615904,0.000002183669,6.618769e-7,0.8831902,7.053445e-7,0.000007943486,0.07606462,0.0008549861,0.01696888],"study_design_scores_gemma":[0.00009064816,0.00004036116,0.07252117,0.000009427746,0.000001969276,0.000001760495,0.8972386,0.000001984192,0.000001930287,0.01423055,0.0158341,0.00002748402],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782001,0.0009111075,3.368536e-7,0.003051892,0.0001076952,0.0006129044,0.000003070082,0.000003315176,0.01710957],"genre_scores_gemma":[0.9975723,0.001093745,0.000004454256,0.00002876541,0.000245338,0.0001307493,9.623418e-7,0.000001349171,0.0009223135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06183407,"threshold_uncertainty_score":0.9999382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1744156345023694,"score_gpt":0.5036861353348075,"score_spread":0.3292705008324381,"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."}}