{"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":"6b9f4af87049","filters":{"venue":"2008 Second International Conference on Electrical Engineering"}},"results":[{"id":"W2115675182","doi":"10.1109/icee.2008.4553944","title":"Speaking monuments — design and implementation of an RFID based blind friendly environment","year":2008,"lang":"en","type":"article","venue":"2008 Second International Conference on Electrical Engineering","topic":"Tactile and Sensory Interactions","field":"Neuroscience","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Connaught Fund","keywords":"Computer science; Human–computer interaction; Task (project management); Wearable computer; Perspective (graphical); Navigation system; Multimedia; Simulation; Embedded system; Artificial intelligence; Engineering; Systems engineering","authors":[{"name":"Maria Chaudhry","is_ca":false},{"name":"Muhammad Abdullah Kamran","is_ca":false},{"name":"Shehzad Afzal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0635097692895925,"gpt":0.302959585322412,"spread":0.2394498160328195,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004056049,0.000144773,0.000130022,0.0002387493,0.00007514254,0.00003201667,0.0001604038,0.00004628065,0.001919763],"category_scores_gemma":[0.00006137366,0.0001500195,0.00003694134,0.00009678175,0.00002590096,0.0003275441,0.00001726532,0.0001951092,0.00003014872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001073777,"about_ca_system_score_gemma":0.00004289241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003038716,"about_ca_topic_score_gemma":0.000006785222,"domain_scores_codex":[0.9988836,0.00004183636,0.0002620876,0.0003029611,0.000310943,0.0001985793],"domain_scores_gemma":[0.9994971,0.0001474206,0.0001002982,0.000125463,0.00003644525,0.00009325706],"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":[0.0001177832,0.0001611235,0.000136013,0.000005051078,0.00001871959,0.00001389137,0.0002353414,0.01256472,0.9797736,0.002251327,0.00007766291,0.004644718],"study_design_scores_gemma":[0.0009230828,0.0004214678,0.001803829,0.00001416083,0.000007349598,0.00007592038,0.00003524035,0.3721739,0.6209002,0.00006205396,0.003353588,0.0002291541],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9420222,0.000005054712,0.0568369,0.00007727317,0.0001533605,0.0001802338,0.00002494051,0.00003731764,0.0006627022],"genre_scores_gemma":[0.9960075,0.00005111799,0.003555519,0.0001299767,0.00004295245,0.00002005424,0.00001507243,0.00001516613,0.0001626406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3596092,"threshold_uncertainty_score":0.9989926,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2163456592","doi":"10.1109/icee.2008.4553920","title":"Implementing a cost-effective run-time reconfigurable system for stream applications","year":2008,"lang":"en","type":"article","venue":"2008 Second International Conference on Electrical Engineering","topic":"Embedded Systems Design Techniques","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"Ontario Centres of Excellence","keywords":"Computer science; Real-time computing; Embedded system; Distributed computing","authors":[{"name":"Pil Woo Chun","is_ca":true},{"name":"Jamin Islam","is_ca":true},{"name":"Valeri Kirischian","is_ca":true},{"name":"Lev Kirischian","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02322911612687965,"gpt":0.2671509991382108,"spread":0.2439218830113311,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003399743,0.0002408027,0.0002848905,0.000338625,0.0001888422,0.0001281871,0.0009131557,0.0001060928,0.0001085484],"category_scores_gemma":[0.00007521888,0.0002526007,0.0001181101,0.0003419049,0.00001611699,0.0003949409,0.00005757258,0.000249488,0.00008850552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004364706,"about_ca_system_score_gemma":0.0001120773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001212793,"about_ca_topic_score_gemma":0.000001679049,"domain_scores_codex":[0.9981628,0.00003659444,0.0004339127,0.0005203928,0.000311469,0.0005348143],"domain_scores_gemma":[0.9986818,0.0003133263,0.0001643259,0.0003502985,0.0003645032,0.0001256806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002885101,0.0001454343,0.00004866343,0.00009564789,0.0002015484,0.00002225306,0.0001954596,0.0007650066,0.09742894,0.8430158,0.004071292,0.05398105],"study_design_scores_gemma":[0.0004799616,0.000244153,0.0000915282,0.0000797422,0.000005876053,0.0001617863,0.000009630377,0.8941384,0.07337831,0.0005421293,0.03048901,0.0003794659],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0009166367,0.00005287894,0.9692401,0.0001108604,0.0001851499,0.002325153,0.0000418467,0.0007819183,0.02634547],"genre_scores_gemma":[0.9739079,0.00001239425,0.01930029,0.00008107341,0.0002167667,0.004861606,0.00004207334,0.00003371088,0.001544133],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9729913,"threshold_uncertainty_score":0.9999926,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2095758699","doi":"10.1109/icee.2008.4553890","title":"A multi-channel wideband direct-conversion receiver using synchronization signal from a tunable injection locked oscillator","year":2008,"lang":"en","type":"article","venue":"2008 Second International Conference on Electrical Engineering","topic":"Power Line Communications and Noise","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Atlantic Canada Opportunities Agency","keywords":"Phase-locked loop; Synchronization (alternating current); Computer science; Injection locking; Electronic engineering; Wideband; Phase-shift keying; SIGNAL (programming language); Channel (broadcasting); Telecommunications; Phase noise; Engineering; Bit error rate; Physics","authors":[{"name":"Munir A. Tarar","is_ca":true},{"name":"Zhizhang Chen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02876274429422711,"gpt":0.228404326826886,"spread":0.1996415825326589,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006692265,0.0002479894,0.0002245787,0.0003303187,0.0001285716,0.00004858364,0.0002825429,0.0001446463,0.0008893802],"category_scores_gemma":[0.00006297877,0.000274509,0.00007599172,0.0003494037,0.00002575199,0.0003460863,0.0000401106,0.0003622636,0.00005468598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004340335,"about_ca_system_score_gemma":0.00006915555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001001378,"about_ca_topic_score_gemma":0.00001228902,"domain_scores_codex":[0.9988371,0.00002355746,0.0003150539,0.000281771,0.0002526878,0.0002898375],"domain_scores_gemma":[0.9993408,0.00008065665,0.00005641755,0.0002253728,0.0001735253,0.0001232102],"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":[0.00008599595,0.0002048578,0.000460596,0.00002778126,0.0002611305,0.00002860495,0.0004334174,0.876089,0.11804,0.0001980629,0.00262566,0.001544814],"study_design_scores_gemma":[0.0005963748,0.00005792952,0.0008165509,0.00005960163,0.00001100935,0.00002470504,0.000009511527,0.9864308,0.00968732,0.00002648141,0.00197692,0.0003028486],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6768479,0.001057021,0.3148475,0.00006592547,0.001322068,0.0003512913,0.0001029547,0.000745692,0.004659637],"genre_scores_gemma":[0.9968077,0.0003907031,0.002077188,0.00004481649,0.0001542258,0.00001762108,0.0001036978,0.00004604996,0.0003580066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3199598,"threshold_uncertainty_score":0.9999707,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}