{"id":"W3081407907","doi":"10.38055/fs020106","title":"Hyper-Consumerism and Abstract Landscape in Asia","year":2019,"lang":"en","type":"article","venue":"Fashion Studies","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Consumerism; Logos Bible Software; Aesthetics; Fantasy; Materiality (auditing); China; Consumption (sociology); Luxury goods; Representation (politics); Visual culture; Sociology; Politics; Advertising; Art; Political science; Business; Literature; Anthropology; Law; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007904818,0.0001144613,0.0002039701,0.00005457409,0.0001057181,0.00006841897,0.00005099414,0.00002692159,0.001401981],"category_scores_gemma":[0.00001917522,0.00007867707,0.00003204951,0.00002282702,0.00009633512,0.0001582581,0.00004361906,0.00009667274,0.000660113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000840014,"about_ca_system_score_gemma":0.000004463163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000107139,"about_ca_topic_score_gemma":0.0007205626,"domain_scores_codex":[0.9994266,0.00001431703,0.0001533362,0.0001644902,0.00009479121,0.0001464412],"domain_scores_gemma":[0.9997498,0.00005739845,0.00003931941,0.00008428589,0.00004375766,0.00002539478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006483513,0.0002306904,0.1338897,0.0004571681,0.0003242618,0.00003666076,0.4748997,0.00000549487,0.001661832,0.2684438,0.06824783,0.05173796],"study_design_scores_gemma":[0.0009494816,0.00008967454,0.1825558,0.0001189685,0.00001814124,0.00000529217,0.4378061,0.00001277526,0.00003372225,0.0004144047,0.3776256,0.000370061],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8903216,0.001061996,2.122124e-8,0.0004977177,0.000361922,0.0001023935,0.00000537599,0.00004538575,0.1076035],"genre_scores_gemma":[0.9839329,0.0006140303,0.000006279451,0.00019952,0.00009110628,0.00001095476,0.000004297449,0.000007166759,0.01513372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3093778,"threshold_uncertainty_score":0.9995109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05149312951778909,"score_gpt":0.2704102258740493,"score_spread":0.2189170963562602,"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."}}