{"id":"W4407941769","doi":"10.1145/3689050.3705974","title":"HiPalm: Wearable Device for Affective Tactile Interpersonal Communication","year":2025,"lang":"en","type":"article","venue":"","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Wearable computer; Interpersonal communication; Computer science; Human–computer interaction; Wearable technology; Psychology; Multimedia; Communication; Embedded system","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002510136,0.00009484452,0.0001087676,0.0002357924,0.0002205641,0.00008756377,0.0007658244,0.00008547572,0.00003417013],"category_scores_gemma":[0.0001209435,0.00009159684,0.00004394834,0.000488042,0.00005799458,0.0006405658,0.0002490242,0.0002090716,0.00006040244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001733811,"about_ca_system_score_gemma":0.00005762939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005570302,"about_ca_topic_score_gemma":0.00009476951,"domain_scores_codex":[0.9993047,0.0000545497,0.0001505363,0.0002566872,0.00006837794,0.0001651336],"domain_scores_gemma":[0.9987708,0.0003216744,0.00007648065,0.0005122696,0.0003072938,0.00001153713],"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":[0.00002381773,0.00008660986,0.0002363175,0.00001416241,0.00006254498,4.206023e-7,0.0004791435,0.00000708254,0.006044637,0.9428255,0.02399817,0.02622163],"study_design_scores_gemma":[0.001933811,0.0004515556,0.004034449,0.0003094255,0.00003324829,0.00002361882,0.001769767,0.2419242,0.4166476,0.1689775,0.1632812,0.0006136129],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01553067,0.000084341,0.9130412,0.00478359,0.0003851951,0.0003662097,0.000001235397,0.0003330069,0.0654746],"genre_scores_gemma":[0.9389443,0.000004329038,0.05423456,0.001297006,0.0000115624,0.0001814784,0.00000391736,0.000004646025,0.00531823],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9234136,"threshold_uncertainty_score":0.3735211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01785090894878595,"score_gpt":0.3211143063479444,"score_spread":0.3032633973991584,"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."}}