{"id":"W4400206509","doi":"10.1145/3656156.3658381","title":"Physicalization from Theory to Practice: Exploring Contemporary Challenges for Physicalization Design","year":2024,"lang":"en","type":"article","venue":"Designing Interactive Systems Conference","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"European Commission","keywords":"Computer science; Engineering ethics; Management science; Epistemology; Sociology; Engineering; Philosophy","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":[0.06056864,0.001390614,0.001211795,0.003262597,0.007517594,0.02603678,0.007130922,0.005505456,0.01002262],"category_scores_gemma":[0.05252825,0.001417682,0.001183898,0.003108176,0.06943531,0.03241864,0.01967011,0.007433554,0.001467283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01229625,"about_ca_system_score_gemma":0.01349972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002893364,"about_ca_topic_score_gemma":0.002621774,"domain_scores_codex":[0.9228041,0.06299992,0.001993548,0.004053961,0.005493843,0.00265458],"domain_scores_gemma":[0.95157,0.03478114,0.001913561,0.005890374,0.003989306,0.001855647],"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":[0.00005603341,0.0001163088,0.001274186,0.001300137,0.0000398817,0.000225275,0.09971605,0.002051229,0.0007983014,0.8255781,0.004802187,0.06404234],"study_design_scores_gemma":[0.00005267295,0.0002314411,0.0007943413,0.002315248,0.00003826841,0.0003874439,0.1373942,0.00485638,0.00163373,0.6241077,0.228096,0.00009254445],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07590239,0.0187021,0.5903422,0.1588437,0.001243951,0.000806224,0.0001235114,0.0006812142,0.1533547],"genre_scores_gemma":[0.8252369,0.0101623,0.1464276,0.005104461,0.0002214526,0.001525535,0.0001192389,0.0006110262,0.01059155],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06056864,"threshold_uncertainty_score":0.3203214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2169111417119786,"score_gpt":0.3510870787327037,"score_spread":0.1341759370207251,"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."}}