{"meta":{"query_hash":"dc632d291048","filters":{"venue":"Memories - Materials Devices Circuits and Systems"},"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/dc632d291048","api":"https://metacan.xera.ac/api/v1/cohort?venue=Memories+-+Materials+Devices+Circuits+and+Systems"},"results":[{"id":"W4367309807","doi":"10.1016/j.memori.2023.100051","title":"A review on computational storage devices and near memory computing for high performance applications","year":2023,"lang":"en","type":"review","venue":"Memories - Materials Devices Circuits and Systems","topic":"Advanced Data Storage Technologies","field":"Computer Science","cited_by":24,"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 Victoria","funders":"","keywords":"Computer science; Computer data storage; Bottleneck; Scalability; Computation; Data processing; Distributed computing; Big data; Embedded system; Parallel computing; Computer engineering; Computer hardware; Database; Operating system","score_opus":0.06621883828946713,"score_gpt":0.3217407566733221,"score_spread":0.25552191838385496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367309807","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020558562,0.9924223,0.0007200135,0.00047713597,0.0006206159,0.000013639019,0.000057493646,0.000026295313,0.0054569817],"genre_scores_gemma":[0.0009842457,0.99551976,0.0007571662,0.00035624858,0.00048792394,0.000017644978,0.000078618585,0.0000073577944,0.0017909555],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99975115,0.000035837245,0.00002912753,0.000047800248,0.00011048096,0.000025709149],"domain_scores_gemma":[0.9994735,0.00028691444,0.000049321294,0.00002101381,0.00013762433,0.000031630174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003946631,0.0010368999,0.0008932452,0.0023110965,0.0004295304,0.0011779307,0.0009868945,0.0012621857,0.008617356],"category_scores_gemma":[0.00090113585,0.0004262219,0.0005464174,0.003636517,0.00042121756,0.002240945,0.0006625831,0.0015254645,0.0043585813],"study_design_candidate":"not_applicable","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":[0.000051927454,0.00009843072,0.00024718666,0.028418615,0.000070624155,0.00023012921,0.0001188791,0.0008929787,0.0035922867,0.01878698,0.105883025,0.8416089],"study_design_scores_gemma":[0.0000032275584,0.000042996082,0.0002476657,0.0023482377,0.00003663672,0.00037490518,0.000028615055,0.00013461716,0.00043759454,0.0024569829,0.99387616,0.000012331807],"about_ca_topic_score_codex":0.00091383094,"about_ca_topic_score_gemma":0.0014098382,"teacher_disagreement_score":0.008617356,"about_ca_system_score_codex":0.00048717816,"about_ca_system_score_gemma":0.0012954182,"threshold_uncertainty_score":0.028827965},"labels":[],"label_agreement":null},{"id":"W4377103495","doi":"10.1016/j.memori.2023.100060","title":"Survey on compressed sensing over the past two decades","year":2023,"lang":"en","type":"article","venue":"Memories - Materials Devices Circuits and Systems","topic":"Sparse and Compressive Sensing Techniques","field":"Engineering","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 Victoria","funders":"","keywords":"Computer science; Decoding methods; Compressed sensing; Demodulation; SIGNAL (programming language); Encryption; Encoding (memory); Algorithm; Computer engineering; Block (permutation group theory); Theoretical computer science; Usability; Transmitter; Listing (finance); Nyquist–Shannon sampling theorem; Telecommunications; Artificial intelligence; Computer vision; Mathematics; Human–computer interaction; Computer security","score_opus":0.04371639433080169,"score_gpt":0.2670732861150888,"score_spread":0.2233568917842871,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377103495","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0033749768,0.9108837,0.046938825,0.0038438623,0.002691478,0.000062811625,0.00052105775,0.00019209232,0.031491198],"genre_scores_gemma":[0.023440858,0.93919766,0.022766052,0.001810783,0.004732137,0.000072900686,0.0009366505,0.00008042473,0.0069625806],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998765,0.00025160718,0.00014219807,0.00023828211,0.0005295552,0.000073443625],"domain_scores_gemma":[0.9960316,0.0025826085,0.00017487281,0.00022869506,0.00089269417,0.0000895318],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014116949,0.0009930553,0.0011111436,0.0034060355,0.00056660996,0.0019110761,0.0010060483,0.0014441472,0.008367838],"category_scores_gemma":[0.0055910116,0.0004924412,0.00069915625,0.0063791717,0.00095428753,0.0027966842,0.0013936204,0.0015618376,0.0027435303],"study_design_candidate":"not_applicable","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":[0.00019315639,0.00009031482,0.0009668177,0.0076030595,0.00011909159,0.00018345428,0.00020355398,0.0067971633,0.00208611,0.065165214,0.043536615,0.8730554],"study_design_scores_gemma":[0.000020797122,0.00029382465,0.0017822565,0.004896786,0.00012960807,0.0015957856,0.00030552814,0.01183128,0.0033785517,0.033704896,0.9419546,0.000106121326],"about_ca_topic_score_codex":0.00200114,"about_ca_topic_score_gemma":0.0013277732,"teacher_disagreement_score":0.008367838,"about_ca_system_score_codex":0.001051955,"about_ca_system_score_gemma":0.0015596256,"threshold_uncertainty_score":0.027993202},"labels":[],"label_agreement":null}]}