{"id":"W4398770290","doi":"10.6339/24-jds1131","title":"Evaluating Perceptual Judgements on 3D Printed Bar Charts","year":2024,"lang":"en","type":"article","venue":"Journal of Data Science","topic":"3D Shape Modeling and Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bar (unit); Bar chart; Perception; Computer science; Engineering drawing; Psychology; Statistics; Mathematics; Engineering; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01098723,0.0009188522,0.0007432115,0.003278885,0.0006143727,0.004697636,0.00165528,0.002021445,0.006536967],"category_scores_gemma":[0.1898061,0.0004712509,0.001204697,0.001306993,0.002205028,0.0040487,0.002793044,0.001173373,0.00127306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009879044,"about_ca_system_score_gemma":0.0004304949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002626077,"about_ca_topic_score_gemma":0.002347043,"domain_scores_codex":[0.9851127,0.005893348,0.001152412,0.001494322,0.005870691,0.0004765258],"domain_scores_gemma":[0.859338,0.1062861,0.01161016,0.009252711,0.01119118,0.002321783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02331438,0.001154879,0.1569828,0.00340738,0.001190974,0.001937925,0.05143939,0.04129632,0.295525,0.01674069,0.008392027,0.3986182],"study_design_scores_gemma":[0.001192751,0.01448732,0.6721518,0.001645055,0.000825984,0.001818317,0.03909434,0.1432033,0.07146256,0.03371428,0.01875511,0.001649217],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9532722,0.0004752616,0.0322924,0.0001493425,0.0002066758,0.0002472548,0.0003006063,0.0004316643,0.01262452],"genre_scores_gemma":[0.9756638,0.0001910508,0.02222121,0.00009139657,0.0000626938,0.0001179156,0.0003127303,0.0001425917,0.001196729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01098723,"threshold_uncertainty_score":0.05810678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1546686567399368,"score_gpt":0.3983999130363163,"score_spread":0.2437312562963795,"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."}}