{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004272618,0.0003606071,0.0001695438,0.0009491072,0.001537617,0.004504916,0.0002297955,0.0007946989,0.01478958],"category_scores_gemma":[0.001013153,0.0001244856,0.0001918684,0.0009923881,0.007695895,0.002311055,0.001317604,0.0009668823,0.001216115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001109243,"about_ca_system_score_gemma":0.0005231447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003161994,"about_ca_topic_score_gemma":0.006789395,"domain_scores_codex":[0.999701,0.0001312629,0.00001082604,0.00003658607,0.00008063385,0.00003959502],"domain_scores_gemma":[0.9997596,0.00007696494,0.00003030558,0.00004918321,0.00005133125,0.00003257037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004184704,0.00002762101,0.002197242,0.0001108616,0.00001224614,0.00009253472,0.008872154,0.0002949119,0.0004483048,0.9085754,0.02293897,0.05638802],"study_design_scores_gemma":[0.000009014157,0.00003898194,0.01223337,0.0003464941,0.00001558195,0.0003973686,0.01533274,0.0003413332,0.0003163057,0.6128891,0.3580603,0.0000193538],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03596852,0.03017481,0.001625049,0.0109566,0.0005670756,0.000009628803,0.00008036674,0.00002633608,0.9205917],"genre_scores_gemma":[0.8548092,0.01166125,0.001009232,0.001228466,0.0004919638,0.00001467321,0.00006074819,0.00005269983,0.1306718],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01478958,"threshold_uncertainty_score":0.04947609,"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."}}