{"id":"W2409441322","doi":"10.1145/2901790.2901912","title":"Design Interactions in ?elәwk <sup>w</sup>","year":2016,"lang":"en","type":"article","venue":"","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"University of British Columbia; University of Waterloo","keywords":"Table (database); Computer science; Key (lock); Visual arts; Human–computer interaction; Anthropology; World Wide Web; Sociology; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002409066,0.0001122764,0.0001061044,0.0004858644,0.00006348349,0.00005116593,0.0005998153,0.00005407038,0.0004858126],"category_scores_gemma":[0.0001119354,0.00007700332,0.00002677837,0.0005702162,0.00005971674,0.001324643,0.0001694951,0.000187465,0.00122988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001858566,"about_ca_system_score_gemma":0.00003935121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003152424,"about_ca_topic_score_gemma":0.00004187276,"domain_scores_codex":[0.9989884,0.00008337032,0.00024366,0.0003294029,0.0001093284,0.0002458759],"domain_scores_gemma":[0.9990814,0.000249521,0.00006494453,0.0004633027,0.0001180782,0.00002272393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002401696,0.0002222881,0.001774646,0.000003463908,0.00003404533,0.00005399331,0.001204323,0.0002271092,0.05359456,0.7865892,0.020542,0.1357303],"study_design_scores_gemma":[0.003130761,0.0005853158,0.007967021,0.0003722796,0.000009762963,0.0005026123,0.0006139203,0.2197878,0.4916656,0.1750451,0.09891021,0.001409612],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02167747,0.000003485561,0.9605327,0.00570541,0.000271866,0.0001364164,3.912319e-7,0.0003410004,0.01133128],"genre_scores_gemma":[0.935976,0.000002609717,0.05795566,0.0004499947,0.00003290945,0.0000451167,3.799105e-7,0.000007302377,0.005529983],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9142986,"threshold_uncertainty_score":0.9995478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04975256363062408,"score_gpt":0.3033430780043005,"score_spread":0.2535905143736764,"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."}}