{"id":"W4309890081","doi":"10.1007/s41826-022-00057-x","title":"Bronze casting clay moulds and production sequences: understanding knowledge and Organization of the Artisans in Late Shang (14th – 11th century BC), China","year":2022,"lang":"en","type":"article","venue":"Asian Archaeology","topic":"Cultural Heritage Materials Analysis","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Ontario Museum; University of Toronto","funders":"","keywords":"Bronze; Casting; China; Production (economics); Sequence (biology); Metallurgy; Archaeology; History; Materials science; Biology","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":[0.0001795903,0.00008218576,0.0001516079,0.00008523533,0.0003528212,0.00001899707,0.00007343832,0.00002188319,0.0004049618],"category_scores_gemma":[0.00003729297,0.00006260104,0.00001623455,0.0001369151,0.0004251304,0.00009934085,0.0002536603,0.0001103022,7.130567e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008857659,"about_ca_system_score_gemma":0.00001767495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008528408,"about_ca_topic_score_gemma":0.01071175,"domain_scores_codex":[0.9992263,0.0001934982,0.0001830008,0.0001873918,0.00006851512,0.0001412711],"domain_scores_gemma":[0.9997534,0.00001745589,0.000102308,0.00008734856,0.00002340874,0.00001612721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002106198,0.00005062973,0.06741313,0.0001703929,0.00005864609,0.00001014843,0.8197811,0.0003899904,0.01147022,0.09857774,0.00006784091,0.001989096],"study_design_scores_gemma":[0.002722366,0.0009437202,0.3756433,0.0005208089,0.0005556382,0.0005183652,0.4857801,0.007006346,0.006982672,0.09692395,0.02059711,0.001805692],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959435,0.0001940635,0.00001483848,0.001936141,0.0003456756,0.0001414646,0.00001156762,0.00001682092,0.001395898],"genre_scores_gemma":[0.9992216,0.00006903124,0.00002321927,0.00002060538,0.00009519553,0.000006369442,0.00001364137,0.00001038256,0.0005399651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.334001,"threshold_uncertainty_score":0.5977409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03171173237788763,"score_gpt":0.2240085644183211,"score_spread":0.1922968320404335,"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."}}