{"meta":{"query_hash":"d7d31c43145c","filters":{"venue":"2017 Design of Medical Devices Conference"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/d7d31c43145c","api":"https://metacan.xera.ac/api/v1/cohort?venue=2017+Design+of+Medical+Devices+Conference"},"results":[{"id":"W2766773633","doi":"10.1115/dmd2017-3467","title":"A Socially Assistive Robot to Help With Getting Dressed","year":2017,"lang":"en","type":"article","venue":"2017 Design of Medical Devices Conference","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Clothing; Judgement; Wearable computer; Human–computer interaction; Psychology; Autism; Robot; Autism spectrum disorder; Internet privacy; Perception; Neurocognitive; Computer science; Applied psychology; Artificial intelligence; Developmental psychology; Cognition","score_opus":0.09131408081198002,"score_gpt":0.34925978631695326,"score_spread":0.25794570550497326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766773633","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18418178,0.0016539246,0.7346257,0.0010977602,0.00089723035,0.0012412127,0.0011008224,0.034964792,0.040236812],"genre_scores_gemma":[0.6310351,0.0005227541,0.31657645,0.0010685663,0.0001106002,0.00094142865,0.00078469823,0.0003053656,0.048655104],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998424,0.000021372207,0.000010323477,0.000044478216,0.000057974466,0.00002341813],"domain_scores_gemma":[0.99984026,0.00003313678,0.000025957866,0.000019442617,0.000039142054,0.000042083255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001482822,0.0009499825,0.00038861512,0.00028826983,0.00028327233,0.00022764794,0.0011832004,0.00072352524,0.007106542],"category_scores_gemma":[0.0005327549,0.00020714586,0.0003683641,0.00010194169,0.00026372014,0.00044916235,0.0008777823,0.00035587823,0.002755516],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00086282205,0.001124948,0.007782198,0.001421445,0.00014251542,0.0041574123,0.0012963183,0.010887727,0.28785315,0.003166295,0.049969997,0.6313352],"study_design_scores_gemma":[0.00047517533,0.005259456,0.02722173,0.00035839807,0.0004736773,0.012305245,0.0010928913,0.4852677,0.14239097,0.004954662,0.3197356,0.00046456206],"about_ca_topic_score_codex":0.0014474563,"about_ca_topic_score_gemma":0.0026151326,"teacher_disagreement_score":0.007106542,"about_ca_system_score_codex":0.0001359899,"about_ca_system_score_gemma":0.00032384502,"threshold_uncertainty_score":0.02377373},"labels":[],"label_agreement":null},{"id":"W2767167039","doi":"10.1115/dmd2017-3332","title":"Multimodal Affect Recognition for Assistive Human-Robot Interactions","year":2017,"lang":"en","type":"article","venue":"2017 Design of Medical Devices Conference","topic":"Social Robot Interaction and HRI","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Affect (linguistics); Body language; Modalities; Human–computer interaction; Computer science; Human–robot interaction; Facial expression; Robot; Multimodal interaction; Cognitive psychology; Psychology; Wearable computer; Artificial intelligence; Communication","score_opus":0.33303441670707346,"score_gpt":0.49629536171682587,"score_spread":0.1632609450097524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767167039","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09554923,0.0053324723,0.8747904,0.00082840334,0.00045810515,0.00046272867,0.00027664937,0.0034233388,0.018878726],"genre_scores_gemma":[0.7315112,0.0016575715,0.25895116,0.00069381436,0.00023946652,0.00038970393,0.00024165466,0.00012396458,0.006191462],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99972075,0.00007537612,0.000012945298,0.00007564906,0.000088549226,0.00002669958],"domain_scores_gemma":[0.99972326,0.000105925545,0.000040851683,0.000022719221,0.000083913226,0.00002334036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040419356,0.00052374124,0.00026718996,0.00031818452,0.0002800678,0.000641369,0.00040892608,0.0005617544,0.00458148],"category_scores_gemma":[0.0012903147,0.00013708326,0.00028273082,0.000159705,0.00036706848,0.0006670792,0.00056099275,0.00031705204,0.0011936016],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044245098,0.00014209149,0.0018473474,0.0004379465,0.000043770746,0.00042520647,0.00074161956,0.0040018386,0.4489285,0.0042729205,0.007480377,0.5312358],"study_design_scores_gemma":[0.00009765858,0.002259291,0.06895203,0.00050963095,0.0005782817,0.0042476314,0.0011082934,0.45642424,0.36289918,0.020819979,0.081757136,0.00034677432],"about_ca_topic_score_codex":0.00045461027,"about_ca_topic_score_gemma":0.00069401774,"teacher_disagreement_score":0.00458148,"about_ca_system_score_codex":0.00035572608,"about_ca_system_score_gemma":0.0001907968,"threshold_uncertainty_score":0.01532656},"labels":[],"label_agreement":null}]}