{"id":"W3176799121","doi":"10.1145/3461778.3462061","title":"Transtexture Lamp: Composing a Deformable Device as a Computational Whole","year":2021,"lang":"en","type":"article","venue":"","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Materiality (auditing); Computer science; Human–computer interaction; Context (archaeology); Process (computing); Interaction design; Aesthetics; Art; Programming language","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":[0.001137846,0.0007542989,0.0004875435,0.0006445245,0.001305966,0.003507486,0.001550589,0.001423903,0.009805946],"category_scores_gemma":[0.002709262,0.0005469116,0.001163942,0.0003492415,0.00421539,0.005339127,0.005384782,0.001332794,0.001675681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006327553,"about_ca_system_score_gemma":0.0005577992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000758532,"about_ca_topic_score_gemma":0.0009942818,"domain_scores_codex":[0.9992265,0.0002853755,0.00003822053,0.0001780391,0.0001989774,0.00007294269],"domain_scores_gemma":[0.999009,0.000350231,0.00004556694,0.0004329674,0.00006817146,0.00009400369],"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":[0.0002731137,0.0001214289,0.00187669,0.0006607582,0.0001099258,0.00138228,0.01517418,0.05497755,0.1236505,0.6499877,0.004798635,0.1469873],"study_design_scores_gemma":[0.0001549078,0.0008414928,0.002868564,0.0003871575,0.0002079203,0.002456405,0.004561231,0.2571183,0.06580701,0.321591,0.3436944,0.000311639],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05741455,0.0003643153,0.9046111,0.0007764876,0.0001693883,0.0001609822,0.00009213766,0.00173861,0.03467251],"genre_scores_gemma":[0.530055,0.0003899156,0.4479047,0.0002872276,0.00003632928,0.00040327,0.0001604211,0.0007549692,0.02000827],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009805946,"threshold_uncertainty_score":0.03280419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01560263590851221,"score_gpt":0.2792810500715592,"score_spread":0.263678414163047,"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."}}