{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"119662bce30c","filters":{"venue":"2022 10th RSI International Conference on Robotics and Mechatronics (ICRoM)"}},"results":[{"id":"W4320058641","doi":"10.1109/icrom57054.2022.10025279","title":"Consensus-based Networked Tracking in Presence of Heterogeneous Time-Delays","year":2022,"lang":"en","type":"article","venue":"2022 10th RSI International Conference on Robotics and Mechatronics (ICRoM)","topic":"Energy Efficient Wireless Sensor Networks","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Distributed computing; Wireless sensor network; Multilateration; Latency (audio); Transmission (telecommunications); Distributed algorithm; Scheme (mathematics); Real-time computing; Computer network; Node (physics)","authors":[{"name":"Mohammadreza Doostmohammadian","is_ca":false},{"name":"Mohammad Pirani","is_ca":true},{"name":"Usman A. Khan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02425770115999809,"gpt":0.2547118421371272,"spread":0.2304541409771291,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004545819,0.000449748,0.0006095681,0.0003153795,0.0003832936,0.0004777662,0.0008942376,0.0006088037,0.0005784883],"category_scores_gemma":[0.001113589,0.0002104594,0.0004470946,0.0004071269,0.000459674,0.000986464,0.001047344,0.00050829,0.0001448387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004442196,"about_ca_system_score_gemma":0.0005663351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002318864,"about_ca_topic_score_gemma":0.00171878,"domain_scores_codex":[0.999684,0.00004575686,0.00001752609,0.0001239722,0.00009211398,0.00003668209],"domain_scores_gemma":[0.9995202,0.0001665753,0.0001119418,0.00006948118,0.00009867942,0.00003327036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006774605,0.00003228716,0.0005907009,0.00004978454,0.0000405885,0.0001236039,0.0001169323,0.9425759,0.01199261,0.01076591,0.0002963564,0.03334771],"study_design_scores_gemma":[0.00000981669,0.00004472796,0.00009609322,0.000001679013,0.000007345802,0.00002039357,0.000009811749,0.9954053,0.001570279,0.002522953,0.0003067011,0.000004805211],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03152131,0.00009573834,0.9668121,0.00008992249,0.0000353388,0.00001737461,0.00001358371,0.0001494988,0.001265067],"genre_scores_gemma":[0.9148016,0.0001557356,0.08256862,0.00005162125,0.00002967957,0.00005894854,0.00004697646,0.00001951063,0.002267346],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002318864,"threshold_uncertainty_score":0.004610717,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320058705","doi":"10.1109/icrom57054.2022.10025351","title":"A Wearable RFID-Based Navigation System for the Visually Impaired","year":2022,"lang":"en","type":"article","venue":"2022 10th RSI International Conference on Robotics and Mechatronics (ICRoM)","topic":"Tactile and Sensory Interactions","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Visually impaired; Computer science; Wearable computer; Human–computer interaction; Embedded system; Computer vision","authors":[{"name":"Fateme Zare","is_ca":false},{"name":"Paniz Sedighi","is_ca":true},{"name":"Mehdi Delrobaei","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06222110376031543,"gpt":0.3082348683369011,"spread":0.2460137645765856,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002302598,0.0004218362,0.0003975641,0.0003552349,0.000294689,0.000325772,0.0005872485,0.0005792961,0.002441656],"category_scores_gemma":[0.0003608146,0.0001618347,0.0003333074,0.000269255,0.0001641631,0.0005695156,0.0005956866,0.0002223532,0.001337185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000135073,"about_ca_system_score_gemma":0.0003147175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005417897,"about_ca_topic_score_gemma":0.000784768,"domain_scores_codex":[0.9998546,0.00002417263,0.0000131295,0.00004532649,0.00004494764,0.00001783395],"domain_scores_gemma":[0.9998222,0.00002039645,0.00002322939,0.00003163726,0.00007927774,0.00002330128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007728556,0.000207701,0.004016738,0.0008801474,0.00007850813,0.0009830142,0.000459779,0.0008047547,0.5996098,0.001297412,0.004661965,0.3862274],"study_design_scores_gemma":[0.0004931242,0.01345506,0.07864612,0.0007247587,0.001187276,0.02997606,0.001128876,0.0563699,0.6398686,0.002668863,0.1748631,0.0006182522],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3763855,0.005880306,0.5982714,0.0004582315,0.0007668199,0.00035624,0.0006670139,0.006671628,0.01054287],"genre_scores_gemma":[0.7998613,0.001679039,0.1826608,0.0004372788,0.00009329562,0.0002201775,0.000344196,0.00007782283,0.0146263],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002441656,"threshold_uncertainty_score":0.008168101,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4318811821","doi":"10.1109/icrom57054.2022.10025275","title":"Marker Correspondence Initialization in an IR Motion Capturing System","year":2022,"lang":"en","type":"article","venue":"2022 10th RSI International Conference on Robotics and Mechatronics (ICRoM)","topic":"Advanced Image and Video Retrieval Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"National Science Foundation","keywords":"Initialization; Robustness (evolution); Computer science; Artificial intelligence; Computer vision; Graph theory; Graph; Motion capture; Pattern recognition (psychology); Motion (physics); Mathematics; Theoretical computer science","authors":[{"name":"M Kalantari","is_ca":false},{"name":"R. Khorrambakht","is_ca":false},{"name":"M. R. Dindarloo","is_ca":false},{"name":"S. A. Khalilpour","is_ca":false},{"name":"Hamid D. Taghirad","is_ca":false},{"name":"Philippe Cardou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03684500304580812,"gpt":0.2944098535024099,"spread":0.2575648504566018,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008036554,0.000700852,0.000801661,0.0009996903,0.0006995772,0.0007829122,0.001441353,0.001197231,0.001948506],"category_scores_gemma":[0.002470558,0.0005289123,0.000472746,0.0009104789,0.0004634981,0.001211605,0.00152499,0.0007033374,0.001262736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006465258,"about_ca_system_score_gemma":0.0006802751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002698055,"about_ca_topic_score_gemma":0.002197954,"domain_scores_codex":[0.9989792,0.0001827,0.00005052363,0.0003455415,0.0003405105,0.0001016008],"domain_scores_gemma":[0.9991805,0.0001901271,0.0001622647,0.0001527763,0.0002296484,0.0000847505],"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":[0.001009652,0.000297067,0.004061663,0.000349893,0.00009484633,0.0008428799,0.0007484743,0.2212037,0.2283381,0.01060232,0.002361531,0.53009],"study_design_scores_gemma":[0.00004214956,0.0003402245,0.002880925,0.00002451436,0.00003000387,0.0003713301,0.0001139164,0.9359384,0.05398781,0.003219212,0.002994414,0.00005700161],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04860861,0.0001353935,0.9477642,0.00006037963,0.0000445468,0.00009679614,0.00004289355,0.001606074,0.001641019],"genre_scores_gemma":[0.5988426,0.0001217433,0.3975311,0.00007666086,0.00002437682,0.00009516871,0.000201074,0.0001172034,0.002990108],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002698055,"threshold_uncertainty_score":0.006518424,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}