{"id":"W4402711510","doi":"10.1362/147539224x17149185610208","title":"Life of Pie Charts","year":2024,"lang":"en","type":"article","venue":"Journal of Customer Behaviour","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pie chart; Psychology; Computer science; Statistics; Mathematics","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":[0.002530752,0.0008026146,0.0003507478,0.003809022,0.004071336,0.01372032,0.001145462,0.001319118,0.06695738],"category_scores_gemma":[0.01910369,0.0004442761,0.0004886038,0.004313979,0.005078011,0.009692343,0.003625215,0.00255528,0.01322638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002080242,"about_ca_system_score_gemma":0.001800934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005885341,"about_ca_topic_score_gemma":0.003957504,"domain_scores_codex":[0.997244,0.001163978,0.0001300929,0.0003724181,0.0008122507,0.0002773373],"domain_scores_gemma":[0.9946602,0.001319313,0.0002590924,0.001088392,0.001781005,0.0008920617],"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":[0.00006543905,0.00003433795,0.0009334518,0.00005957703,0.00001168021,0.0001954503,0.004967949,0.0009786662,0.00036183,0.8166157,0.09449897,0.08127695],"study_design_scores_gemma":[0.000007961735,0.00002734051,0.0004993396,0.0001171673,0.000005443253,0.0001430153,0.003821986,0.001204257,0.0002927875,0.1612284,0.8326154,0.00003676501],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0207975,0.003701822,0.1063125,0.0212387,0.004257209,0.000236711,0.003920819,0.003417591,0.836117],"genre_scores_gemma":[0.4584206,0.004593181,0.09871008,0.002969638,0.001561634,0.00049005,0.005354907,0.002678097,0.4252218],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06695738,"threshold_uncertainty_score":0.2239948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04200863619017214,"score_gpt":0.2665656498919565,"score_spread":0.2245570137017843,"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."}}