{"id":"W4414052271","doi":"10.64628/aam.ur69peqdn","title":"Smart textiles may soon be able to control devices or monitor health","year":2025,"lang":"en","type":"article","venue":"","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Control (management); Control system; Clothing; Key (lock)","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":[0.000300359,0.0001350265,0.000208269,0.0003883603,0.000228147,0.0001407037,0.0007142056,0.00007636849,0.0001242923],"category_scores_gemma":[0.00007260845,0.0001045678,0.00002940297,0.0008180892,0.0000370102,0.0004320117,0.0001835697,0.0001817436,0.0002213865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001643705,"about_ca_system_score_gemma":0.0001700854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003039159,"about_ca_topic_score_gemma":0.0009370198,"domain_scores_codex":[0.9987952,0.00005788317,0.000293674,0.00038185,0.000141748,0.0003296558],"domain_scores_gemma":[0.999064,0.000134242,0.00009398517,0.0004662944,0.0001975811,0.00004385322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008120649,0.0001834614,0.004187943,0.00006442039,0.0001039271,0.00001297308,0.0005314877,0.00004659681,0.003047726,0.7131005,0.1746994,0.1039404],"study_design_scores_gemma":[0.002474918,0.001614085,0.04475757,0.0003904329,0.00001850472,0.00003944642,0.00146231,0.02778352,0.09146017,0.008812878,0.8203019,0.0008842814],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03831427,0.00005045145,0.8145079,0.1243841,0.001675029,0.0006824505,0.000004572381,0.0008656036,0.01951562],"genre_scores_gemma":[0.9330187,0.000002741627,0.02361243,0.02556819,0.00004367815,0.00007700119,0.000001272637,0.000006047882,0.01766988],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8947045,"threshold_uncertainty_score":0.4264152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0265871508173996,"score_gpt":0.3473611671217488,"score_spread":0.3207740163043492,"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."}}