{"id":"W4404512128","doi":"10.5539/ass.v20n6p90","title":"The Influence of Cultural Heritage Digitalization on the Public Aesthetics – A Case Study of the Dunhuang Mogao Grottoes","year":2024,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aesthetics; Cultural heritage; Art; Political science; Archaeology; History","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":[0.0005761671,0.00009212434,0.00008357722,0.00003853031,0.0008327981,0.0009724681,0.001618148,0.00001876641,6.570271e-7],"category_scores_gemma":[0.0002984689,0.00004001455,0.00005839946,0.002007735,0.001069835,0.00122731,0.000409582,0.0001017763,0.00000498149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003741891,"about_ca_system_score_gemma":0.0001510987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004460257,"about_ca_topic_score_gemma":0.00008310942,"domain_scores_codex":[0.998481,0.00008527703,0.0002057896,0.0002370182,0.0007529614,0.0002379845],"domain_scores_gemma":[0.9991794,0.0001509534,0.00009483095,0.0003558546,0.0001712234,0.00004768834],"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":[0.000001847839,0.0001991208,0.00128465,0.00001098207,0.00001124989,0.00005599924,0.05705058,0.000010895,0.0005993643,0.8649987,0.0001513789,0.07562523],"study_design_scores_gemma":[0.001413144,0.005077151,0.2782841,0.0007276565,0.0001110895,0.001514095,0.5257895,0.01837349,0.01155513,0.1282405,0.02687389,0.00204027],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843222,0.00001693974,0.00008975447,0.003421306,0.0003303926,0.0003113853,0.000002231144,0.00004037776,0.01146542],"genre_scores_gemma":[0.9997793,0.000002118397,0.00001087817,0.00009643504,0.00002863039,0.00001699377,7.861547e-8,0.000003721032,0.0000618113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7367582,"threshold_uncertainty_score":0.9377532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02509362732839802,"score_gpt":0.3008200604419006,"score_spread":0.2757264331135026,"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."}}