{"id":"W36089688","doi":"10.69645/aelb4029","title":"Aesthetics and consumption","year":2013,"lang":"en","type":"article","venue":"˜The œbusiness & management collection.","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Consumption (sociology); Aesthetics; Economics; Art","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001909178,0.00008428997,0.00007166467,0.00005655433,0.001428485,0.000334863,0.000116588,0.00004778171,0.00105546],"category_scores_gemma":[0.000007968743,0.00006092308,0.00001703032,0.0006366548,0.0001974102,0.0001755413,0.00007276636,0.00006254321,0.000153181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001048126,"about_ca_system_score_gemma":0.00002560036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004038773,"about_ca_topic_score_gemma":0.002469733,"domain_scores_codex":[0.9992564,0.00005196455,0.0001256642,0.0001488374,0.0002217088,0.0001954566],"domain_scores_gemma":[0.9996228,0.00002334231,0.0000515724,0.0001028704,0.0001511332,0.00004829881],"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":[0.000007286514,0.00004122943,0.006596966,0.00002185631,0.00004720279,0.000002314119,0.001819165,0.00003930601,0.000004385266,0.005803866,0.8904589,0.09515748],"study_design_scores_gemma":[0.0001691647,0.000004497264,0.1100803,0.00001210098,0.00002093966,0.000001803746,0.002853368,0.0001088073,0.000001349155,0.001068751,0.885575,0.0001038943],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4643975,0.001476149,0.004422482,0.1379828,0.004426395,0.006973225,0.000003598891,0.0007918957,0.379526],"genre_scores_gemma":[0.5242067,0.001627187,0.0002504522,0.000649201,0.0001442007,0.0002081255,0.000003776527,0.000009884767,0.4729005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1373336,"threshold_uncertainty_score":0.9998715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02881059679796878,"score_gpt":0.2538000507066511,"score_spread":0.2249894539086824,"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."}}