{"id":"W4409303435","doi":"10.1515/9789882200951","title":"Culture, Identity, Commodity","year":2005,"lang":"en","type":"book","venue":"Hong Kong University Press eBooks","topic":"Asian American and Pacific Histories","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commodity; Identity (music); Sociology; Business; Art; Aesthetics; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002344432,0.0002642303,0.0003810194,0.0001146589,0.001179886,0.0001245084,0.0009471179,0.0004640266,0.0001532073],"category_scores_gemma":[0.00002350045,0.0003299577,0.0002244577,0.00003590898,0.001616006,0.0003260305,0.0002348117,0.0005778047,0.00009140766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001153903,"about_ca_system_score_gemma":0.0008268573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002577985,"about_ca_topic_score_gemma":0.003843686,"domain_scores_codex":[0.9982007,0.0002623587,0.0001430388,0.0003934383,0.0006149628,0.0003855245],"domain_scores_gemma":[0.9988851,0.00006374829,0.0002563396,0.0003851587,0.0001448264,0.0002648602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002007228,0.00001829418,0.0000146055,0.00003102326,0.00007048882,0.0001077424,0.03312907,9.339404e-7,6.77383e-7,0.4683782,0.4948662,0.003362676],"study_design_scores_gemma":[0.0001617108,0.0000153909,0.000007275356,0.00006688244,0.00009481906,0.000001184675,0.004457065,9.82708e-7,0.00000213239,0.000427845,0.9943962,0.0003685678],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000004322218,0.0001804411,0.0002971431,0.00002454122,0.0005980221,0.0002664196,0.0001692635,0.0002756358,0.9981842],"genre_scores_gemma":[0.0007260009,0.000258032,0.0002453706,0.00005558149,0.0008592464,4.240856e-7,0.00005463712,0.00002531403,0.9977754],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4995299,"threshold_uncertainty_score":0.9999152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02505319349307157,"score_gpt":0.2533123701584131,"score_spread":0.2282591766653415,"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."}}