{"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":"50c999d0082c","filters":{"venue":"WSEAS TRANSACTIONS ON CIRCUITS AND SYSTEMS"}},"results":[{"id":"W3174320929","doi":"10.37394/23201.2021.20.13","title":"A Multicriteria, Bat Algorithm Approach for Computing the Range Limited Routing Problem for Electric Trucks","year":2021,"lang":"en","type":"article","venue":"WSEAS TRANSACTIONS ON CIRCUITS AND SYSTEMS","topic":"Transportation and Mobility Innovations","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Truck; Computer science; Transshipment (information security); Vehicle routing problem; Process (computing); Range (aeronautics); Metaheuristic; Sustainability; Analytic hierarchy process; Operations research; Routing (electronic design automation); Transport engineering; Algorithm; Engineering; Automotive engineering","authors":[{"name":"Julian Scott Yeomans","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02571538195576123,"gpt":0.2352956793368186,"spread":0.2095802973810574,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007233101,0.0008007319,0.0007713631,0.0006705086,0.0005990861,0.001065136,0.001088017,0.001271175,0.003100845],"category_scores_gemma":[0.00172405,0.0004826103,0.0006634991,0.0008460247,0.0004959771,0.0008363154,0.0007390575,0.0009458615,0.0004530097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007059244,"about_ca_system_score_gemma":0.001475793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0079738,"about_ca_topic_score_gemma":0.01077679,"domain_scores_codex":[0.9997388,0.0001108421,0.0000132729,0.00004709433,0.00005478282,0.00003526092],"domain_scores_gemma":[0.9995056,0.0003079498,0.00004230816,0.00001697539,0.00009470711,0.00003240077],"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":[0.0000366694,0.00003052754,0.0002469682,0.00003985132,0.00001640473,0.00003727145,0.00003367548,0.9715949,0.0006758478,0.004019162,0.0006714785,0.02259715],"study_design_scores_gemma":[0.000005129211,0.00001251072,0.00002375896,0.000002677217,0.000001883092,0.000006841085,0.000007818078,0.9988092,0.0000810185,0.0008433498,0.0002039936,0.000001794314],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02723508,0.0003501475,0.9664396,0.0003283563,0.0000528028,0.00008582011,0.0000604358,0.0003997613,0.005047922],"genre_scores_gemma":[0.3237689,0.0003084694,0.671163,0.0001695801,0.00003894504,0.0003359066,0.0001974148,0.0001074264,0.003910414],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0079738,"threshold_uncertainty_score":0.01585478,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3167761760","doi":"10.37394/23201.2021.20.10","title":"Random Access in IoT Using Naïve Bayes Classification","year":2021,"lang":"en","type":"article","venue":"WSEAS TRANSACTIONS ON CIRCUITS AND SYSTEMS","topic":"IoT and Edge/Fog Computing","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":"Concordia University","funders":"","keywords":"Computer science; Random access; Bayes' theorem; Idle; Naive Bayes classifier; Transmission (telecommunications); Internet of Things; MATLAB; Machine learning; Artificial intelligence; Bayesian probability; Computer network; Support vector machine; Telecommunications; Embedded system","authors":[{"name":"Alhusein Almahjoub","is_ca":true},{"name":"Dongyu Qiu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09212672425841383,"gpt":0.305419650818833,"spread":0.2132929265604192,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002961805,0.0008445889,0.002037424,0.001578914,0.0007367553,0.001992288,0.001781652,0.00131039,0.00290656],"category_scores_gemma":[0.007914941,0.0005892285,0.001178358,0.001153083,0.0008948062,0.002571487,0.0007813766,0.001493918,0.001153425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000928249,"about_ca_system_score_gemma":0.001127425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005729057,"about_ca_topic_score_gemma":0.004473858,"domain_scores_codex":[0.9975254,0.0008655887,0.0001997246,0.000500412,0.0006914804,0.000217365],"domain_scores_gemma":[0.9958771,0.002772243,0.0003333755,0.0002274658,0.0006971699,0.0000926116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005074642,0.0003028211,0.007483092,0.0004402493,0.0002965084,0.0003704245,0.000198931,0.4409875,0.003036947,0.04206809,0.007337383,0.4969706],"study_design_scores_gemma":[0.00001491506,0.00003803021,0.0003233394,0.00003202333,0.00002265918,0.0000888968,0.00001681586,0.9792462,0.0005854585,0.0188066,0.0008061698,0.00001888001],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01161181,0.001091281,0.9834532,0.0003881859,0.0001666715,0.0001014184,0.0001041257,0.0007133621,0.002369948],"genre_scores_gemma":[0.6359841,0.001748673,0.3531092,0.000688914,0.0006951203,0.0003088855,0.0006221008,0.0001389979,0.00670406],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005729057,"threshold_uncertainty_score":0.01566368,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3184031043","doi":"10.37394/23201.2021.20.22","title":"Impact of Membrane Resistance on Width and Amplitude of Spikes in Different Injected Currents in One Spiking Neural Model","year":2021,"lang":"en","type":"article","venue":"WSEAS TRANSACTIONS ON CIRCUITS AND SYSTEMS","topic":"Advanced Memory and Neural Computing","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Stimulus (psychology); Time constant; Biological system; Neuron; Neuroscience; Amplitude; Axon; Physics; Membrane potential; Computer science; Chemistry; Control theory (sociology); Artificial intelligence; Biology; Engineering; Psychology; Optics; Electrical engineering","authors":[{"name":"Shima Pilehvari","is_ca":true},{"name":"Lei Zhang","is_ca":true},{"name":"René V. Mayorga","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04271329314185381,"gpt":0.2689149115197191,"spread":0.2262016183778653,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003677241,0.0004079109,0.0004346589,0.0003511442,0.0002495704,0.0007179525,0.0008288978,0.0009955619,0.001261289],"category_scores_gemma":[0.00173284,0.0001818046,0.0008113837,0.0002111289,0.0006458748,0.0008014311,0.000365536,0.0005782193,0.0001705542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006549868,"about_ca_system_score_gemma":0.0002713245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001260855,"about_ca_topic_score_gemma":0.0007749755,"domain_scores_codex":[0.999756,0.00005147391,0.00001507729,0.0000518348,0.00008050112,0.00004512988],"domain_scores_gemma":[0.9993716,0.0003275026,0.0001113789,0.00006911797,0.00008400203,0.00003645631],"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":[0.0005724099,0.0002268906,0.005115012,0.0004340791,0.000145884,0.001381224,0.0003798856,0.7036846,0.2610386,0.01460701,0.0005623933,0.01185201],"study_design_scores_gemma":[0.00001292175,0.0002063787,0.001408902,0.00001852403,0.00004963491,0.0001907193,0.00003912961,0.9695208,0.02590536,0.002381251,0.0002443339,0.00002202429],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.881014,0.001076092,0.1041634,0.0005291732,0.00009257051,0.00007191352,0.0003196707,0.0005771879,0.01215616],"genre_scores_gemma":[0.996909,0.0002023543,0.001833841,0.00001789716,0.00000662696,0.00001710598,0.0000294416,0.00002216522,0.0009615059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001261289,"threshold_uncertainty_score":0.004752219,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}