{"id":"W4293462114","doi":"10.1561/1100000085","title":"Modes of Uncertainty in HCI","year":2022,"lang":"en","type":"article","venue":"Foundations and Trends® in Human–Computer Interaction","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science","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":[0.01267714,0.001529314,0.0009407417,0.005985037,0.008083863,0.02391924,0.002075884,0.004304079,0.01177946],"category_scores_gemma":[0.02263221,0.001089155,0.001154248,0.00514296,0.03456942,0.02606883,0.01493927,0.00569305,0.001478164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00697348,"about_ca_system_score_gemma":0.004251697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004790359,"about_ca_topic_score_gemma":0.002477218,"domain_scores_codex":[0.9792317,0.01477824,0.0008766218,0.00111069,0.002996761,0.001005934],"domain_scores_gemma":[0.9815044,0.01551734,0.0004459111,0.001123514,0.000989749,0.0004190701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002732743,0.000009226987,0.0006085135,0.0004669846,0.00001797296,0.0002162319,0.09880704,0.0007852186,0.0003640263,0.8508797,0.007417852,0.04039994],"study_design_scores_gemma":[0.00001403902,0.00003922043,0.0004866999,0.001294677,0.00002042,0.0005436534,0.04164895,0.001414382,0.000366017,0.5943843,0.3597088,0.00007886755],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02441328,0.09266958,0.3813279,0.05953611,0.004073217,0.000419302,0.0003253929,0.00130565,0.4359295],"genre_scores_gemma":[0.8340801,0.0458974,0.06560984,0.007094982,0.001886023,0.001338187,0.0002851341,0.0007261033,0.04308227],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02391924,"threshold_uncertainty_score":0.06704396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06597583286604947,"score_gpt":0.3987217597260813,"score_spread":0.3327459268600318,"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."}}