{"id":"W2994291245","doi":"10.1002/cjas.1557","title":"Introduction to the Special Issue ‐ The Brave New World: How shopping and consumption is evolving with technology","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Western University","funders":"","keywords":"Consumption (sociology); Identity (music); Wearable computer; Sight; Emerging technologies; Computer science; Business; Data science; Sociology; Aesthetics; Social science; Art; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001923346,0.001236731,0.001559254,0.005644343,0.004383812,0.01090181,0.001667524,0.003756086,0.05014385],"category_scores_gemma":[0.007358188,0.0005683564,0.001227986,0.004099004,0.002608328,0.004019663,0.002622498,0.005703024,0.01152189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00438485,"about_ca_system_score_gemma":0.005593931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01762548,"about_ca_topic_score_gemma":0.04547623,"domain_scores_codex":[0.9980755,0.0002337475,0.0001547637,0.0002363811,0.001064693,0.0002347761],"domain_scores_gemma":[0.9894385,0.003341647,0.0004901526,0.0004186756,0.004195035,0.002115959],"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":[0.000009756663,0.00001968263,0.0002363791,0.0001462126,0.000005356463,0.0000519753,0.0001686404,0.00002141072,0.00009513718,0.001304812,0.9819089,0.01603169],"study_design_scores_gemma":[0.000004163101,0.00002217923,0.001487029,0.0003734045,0.000008925996,0.0001437853,0.0004226368,0.00006015967,0.00005403633,0.0008735151,0.9965322,0.00001786358],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001511607,0.05150914,0.001497163,0.1486024,0.7400388,0.0001457475,0.0009933433,0.0002882604,0.05541354],"genre_scores_gemma":[0.01366845,0.06672273,0.001358336,0.04091708,0.7472057,0.0002149549,0.001164172,0.00051769,0.128231],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.05014385,"threshold_uncertainty_score":0.1677479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06311263807565123,"score_gpt":0.2889371065359896,"score_spread":0.2258244684603384,"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."}}