{"id":"W2120326355","doi":"10.1145/1753326.1753716","title":"Useful junk?","year":2010,"lang":"en","type":"article","venue":"","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":404,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chart; Recall; Bar chart; Computer science; Presentation (obstetrics); Pie chart; Contrast (vision); Information retrieval; Artificial intelligence; Psychology; Cognitive psychology; Statistics; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004723267,0.001004508,0.0007211858,0.002481956,0.001598954,0.006685849,0.001663958,0.001419687,0.06718044],"category_scores_gemma":[0.02853083,0.000733259,0.0007326378,0.002998092,0.001320814,0.01173984,0.00355992,0.001724361,0.01964805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008123454,"about_ca_system_score_gemma":0.0008975964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009349786,"about_ca_topic_score_gemma":0.002041863,"domain_scores_codex":[0.9965007,0.00108085,0.0002711891,0.00063618,0.001245688,0.0002654224],"domain_scores_gemma":[0.9863311,0.004513588,0.0009159567,0.005549314,0.002164852,0.0005251452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007449939,0.0002799922,0.005281595,0.001292434,0.00009230451,0.0009776175,0.006928192,0.001316254,0.005588789,0.1430437,0.280353,0.5541011],"study_design_scores_gemma":[0.0000534714,0.0001656321,0.002464445,0.000394266,0.00006457107,0.001232665,0.00254995,0.004543847,0.005823497,0.09233548,0.8902664,0.0001058503],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07763316,0.006777309,0.3496546,0.02138786,0.005015382,0.001255132,0.01358274,0.0410822,0.4836115],"genre_scores_gemma":[0.3754686,0.004367276,0.3502961,0.006625082,0.002036855,0.0009321992,0.01696055,0.02006785,0.2232454],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06718044,"threshold_uncertainty_score":0.224741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01759444065892258,"score_gpt":0.2886154384802331,"score_spread":0.2710209978213106,"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."}}