{"id":"W4409776525","doi":"10.54254/2753-7064/2025.22402","title":"The Analysis of the Liangzhu Culture Based on Jade Artifacts and Architecture","year":2025,"lang":"en","type":"article","venue":"Communications in Humanities Research","topic":"Chinese history and philosophy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"JADE (particle detector); Architecture; Art; Computer science; Visual arts","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004316276,0.0002019811,0.0001032824,0.002243205,0.002139529,0.001637176,0.0002394053,0.0001342617,0.001500408],"category_scores_gemma":[0.0006017218,0.0001010652,0.0001230578,0.002295777,0.003653571,0.0005624456,0.001028388,0.0003100501,0.00007466572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002260899,"about_ca_system_score_gemma":0.001294914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02214275,"about_ca_topic_score_gemma":0.1017835,"domain_scores_codex":[0.9997332,0.0001136894,0.00001130415,0.00003373631,0.000045139,0.00006289358],"domain_scores_gemma":[0.9997036,0.0001098413,0.00005207437,0.00003831258,0.00004546999,0.00005060398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0000958956,0.00004272184,0.3320441,0.0001316468,0.00004607348,0.00136606,0.5379811,0.0003452912,0.008071979,0.05586296,0.001021927,0.06299027],"study_design_scores_gemma":[0.000005911375,0.00006521109,0.7010236,0.00008584991,0.00003347611,0.0005458694,0.2732896,0.0007196775,0.0009024386,0.002612525,0.02069353,0.00002217054],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872789,0.00007929112,0.000254509,0.00006309708,0.000003311058,0.0000080514,0.00002175127,0.000002377177,0.01228872],"genre_scores_gemma":[0.99882,0.00004419425,0.0001995847,0.000006468585,0.000001423015,0.000003589729,0.00001475942,0.000001715206,0.0009082471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02214275,"threshold_uncertainty_score":0.04402769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1914981105363768,"score_gpt":0.4541083741041504,"score_spread":0.2626102635677736,"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."}}