{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"d7d31c43145c","filters":{"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Leo Woiceshyn","is_ca":true},{"name":"Yuchi Wang","is_ca":true},{"name":"Goldie Nejat","is_ca":true},{"name":"B. Benhabib","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09131408081198002,"gpt":0.3492597863169533,"spread":0.2579457055049733,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001482822,0.0009499825,0.0003886151,0.0002882698,0.0002832723,0.0002276479,0.0011832,0.0007235252,0.007106542],"category_scores_gemma":[0.0005327549,0.0002071459,0.0003683641,0.0001019417,0.0002637201,0.0004491624,0.0008777823,0.0003558782,0.002755516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001359899,"about_ca_system_score_gemma":0.000323845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001447456,"about_ca_topic_score_gemma":0.002615133,"domain_scores_codex":[0.9998424,0.00002137221,0.00001032348,0.00004447822,0.00005797447,0.00002341813],"domain_scores_gemma":[0.9998403,0.00003313678,0.00002595787,0.00001944262,0.00003914205,0.00004208325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008628221,0.001124948,0.007782198,0.001421445,0.0001425154,0.004157412,0.001296318,0.01088773,0.2878532,0.003166295,0.04997,0.6313352],"study_design_scores_gemma":[0.0004751753,0.005259456,0.02722173,0.0003583981,0.0004736773,0.01230524,0.001092891,0.4852677,0.142391,0.004954662,0.3197356,0.0004645621],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1841818,0.001653925,0.7346257,0.00109776,0.0008972303,0.001241213,0.001100822,0.03496479,0.04023681],"genre_scores_gemma":[0.6310351,0.0005227541,0.3165765,0.001068566,0.0001106002,0.0009414286,0.0007846982,0.0003053656,0.0486551],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007106542,"threshold_uncertainty_score":0.02377373,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Alexander Hong","is_ca":true},{"name":"Yuma Tsuboi","is_ca":true},{"name":"Goldie Nejat","is_ca":true},{"name":"B. Benhabib","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3330344167070735,"gpt":0.4962953617168259,"spread":0.1632609450097524,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004041936,0.0005237412,0.00026719,0.0003181845,0.0002800678,0.000641369,0.0004089261,0.0005617544,0.00458148],"category_scores_gemma":[0.001290315,0.0001370833,0.0002827308,0.000159705,0.0003670685,0.0006670792,0.0005609927,0.000317052,0.001193602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003557261,"about_ca_system_score_gemma":0.0001907968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004546103,"about_ca_topic_score_gemma":0.0006940177,"domain_scores_codex":[0.9997208,0.00007537612,0.0000129453,0.00007564906,0.00008854923,0.00002669958],"domain_scores_gemma":[0.9997233,0.0001059255,0.00004085168,0.00002271922,0.00008391323,0.00002334036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000442451,0.0001420915,0.001847347,0.0004379465,0.00004377075,0.0004252065,0.0007416196,0.004001839,0.4489285,0.004272921,0.007480377,0.5312358],"study_design_scores_gemma":[0.00009765858,0.002259291,0.06895203,0.0005096309,0.0005782817,0.004247631,0.001108293,0.4564242,0.3628992,0.02081998,0.08175714,0.0003467743],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09554923,0.005332472,0.8747904,0.0008284033,0.0004581051,0.0004627287,0.0002766494,0.003423339,0.01887873],"genre_scores_gemma":[0.7315112,0.001657572,0.2589512,0.0006938144,0.0002394665,0.0003897039,0.0002416547,0.0001239646,0.006191462],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00458148,"threshold_uncertainty_score":0.01532656,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}