{"id":"W4389265585","doi":"10.1016/j.ijhcs.2023.103201","title":"MakeBronze: An interactive system to promote Chinese bronze culture in children through hands-on experience with lost-wax casting","year":2023,"lang":"en","type":"article","venue":"International Journal of Human-Computer Studies","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Bronze; Exhibition; Visual arts; Chinese culture; Casting; Art; History; Archaeology; China","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":[],"consensus_categories":[],"category_scores_codex":[0.0001228396,0.0002461365,0.0003613037,0.0001968415,0.0002491862,0.0003118391,0.0004587322,0.00002694124,0.00005570374],"category_scores_gemma":[0.00001733342,0.00014629,0.00009071378,0.00008984334,0.00009043964,0.0008165792,0.0001563728,0.0002524623,0.00004102263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001673921,"about_ca_system_score_gemma":0.00001347417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009930837,"about_ca_topic_score_gemma":0.0006169259,"domain_scores_codex":[0.9984877,0.00004532795,0.000479227,0.0002540709,0.0005156865,0.0002180504],"domain_scores_gemma":[0.9988815,0.00003329674,0.000292072,0.0001105442,0.0006239208,0.0000586721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003976956,0.0003120853,0.008722753,0.00006182571,0.001203505,0.0007716576,0.9635932,0.001184945,0.0002459526,0.01348898,0.005632126,0.004385217],"study_design_scores_gemma":[0.01853782,0.02878204,0.2858789,0.02122352,0.0002525879,0.003881868,0.5901723,0.003681779,0.001675323,0.00256061,0.03919563,0.004157639],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964562,0.00008654906,0.00003039188,0.0003066614,0.001087926,0.0001950384,0.00001592729,0.00004832705,0.001772943],"genre_scores_gemma":[0.9960425,0.00002029707,0.0003395028,0.0002684776,0.002476462,0.00001429217,0.000009202096,0.00001991251,0.0008093005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.373421,"threshold_uncertainty_score":0.5965535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04554365892272892,"score_gpt":0.3400814867411797,"score_spread":0.2945378278184507,"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."}}