{"meta":{"query_hash":"2ac096d893eb","filters":{"venue":"Research Letters in Communications"},"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/2ac096d893eb","api":"https://metacan.xera.ac/api/v1/cohort?venue=Research+Letters+in+Communications"},"results":[{"id":"W1989765348","doi":"10.1155/2007/45301","title":"A<mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"><mml:mrow><mml:mn>2</mml:mn><mml:mo>×</mml:mo><mml:mn>1</mml:mn></mml:mrow></mml:math>LINC Transceiver for Enhanced Power Transmission in Wireless Systems","year":2007,"lang":"en","type":"article","venue":"Research Letters in Communications","topic":"Advanced Power Amplifier Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Algorithm; Computer science; Artificial intelligence","score_opus":0.038369843255311314,"score_gpt":0.30087272509567836,"score_spread":0.2625028818403671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989765348","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":[0.026406597,0.00093477865,0.5458968,0.0028697054,0.0022147046,0.0012746028,0.005100609,0.031751383,0.38355076],"genre_scores_gemma":[0.14967574,0.0029956447,0.20593487,0.0014111463,0.00079631543,0.0009245332,0.010936596,0.003801497,0.6235237],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99960786,0.000055150587,0.000027354452,0.000055134024,0.00022200098,0.00003248545],"domain_scores_gemma":[0.9994429,0.00008033321,0.000058039357,0.00010576544,0.000269927,0.00004305729],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000510662,0.00058280776,0.0002557054,0.00071349676,0.00057203055,0.001531027,0.0008952573,0.0011474388,0.121029824],"category_scores_gemma":[0.00074958464,0.00031935517,0.0002796244,0.00068316405,0.0003123239,0.0011740945,0.00046181097,0.0006509645,0.06301864],"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":[0.00051111553,0.0003422447,0.00078806677,0.00054622104,0.000061645034,0.0006055193,0.00029904008,0.006172899,0.27938655,0.035354864,0.3734927,0.30243915],"study_design_scores_gemma":[0.000117632226,0.00040659335,0.0012925547,0.000070848844,0.00002669989,0.00066637347,0.00007434347,0.035243884,0.082096644,0.0032366407,0.8767058,0.00006189426],"about_ca_topic_score_codex":0.0022393526,"about_ca_topic_score_gemma":0.004256909,"teacher_disagreement_score":0.121029824,"about_ca_system_score_codex":0.00080121425,"about_ca_system_score_gemma":0.0007457592,"threshold_uncertainty_score":0.4048851},"labels":[],"label_agreement":null},{"id":"W2036276475","doi":"10.1155/2007/53517","title":"Simplified LLRs for the Decoding of Single Parity Check Turbo Product Codes Transmitted Using 16QAM","year":2007,"lang":"lv","type":"article","venue":"Research Letters in Communications","topic":"Advanced Wireless Communication Techniques","field":"Engineering","cited_by":3,"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 Ottawa","funders":"","keywords":"Algorithm; Computer science","score_opus":0.2307251750308826,"score_gpt":0.4391080485788356,"score_spread":0.208382873547953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036276475","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":[0.03474671,0.00095771905,0.9454972,0.00051247847,0.00014721524,0.00016250591,0.0011566549,0.0015114425,0.015308086],"genre_scores_gemma":[0.4907196,0.0019412932,0.48518756,0.0004549375,0.00010003366,0.00046259884,0.0020139962,0.0006164297,0.018503526],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987256,0.00035869743,0.000090209076,0.00009407171,0.00061088917,0.00012046606],"domain_scores_gemma":[0.99815243,0.0010725792,0.0001727772,0.000185576,0.0003936524,0.00002294522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013949642,0.0011214595,0.000658688,0.0008429732,0.0003040513,0.0014596552,0.0009832634,0.0010793374,0.009896325],"category_scores_gemma":[0.005123005,0.00034604885,0.00092889677,0.0008147516,0.00072742486,0.0014321854,0.0005302461,0.0010013273,0.0033283352],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022910835,0.00004833086,0.0008402059,0.00036649173,0.000070242975,0.0003101983,0.00021177219,0.8532904,0.013523745,0.072496265,0.003641045,0.05497224],"study_design_scores_gemma":[0.000019906156,0.000050824976,0.00029341935,0.000047942118,0.0000197882,0.000137843,0.000027317794,0.9763559,0.008556059,0.012049591,0.002412343,0.000029020963],"about_ca_topic_score_codex":0.004938018,"about_ca_topic_score_gemma":0.008668677,"teacher_disagreement_score":0.009896325,"about_ca_system_score_codex":0.001876389,"about_ca_system_score_gemma":0.001764406,"threshold_uncertainty_score":0.033106565},"labels":[],"label_agreement":null}]}