{"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":"f0e4ffeb9a91","filters":{"venue":"Journal of Computing and Natural Science"}},"results":[{"id":"W4394880843","doi":"10.53759/181x/jcns202404006","title":"Advancements and Applications of Quantum Computing in Robotics","year":2024,"lang":"en","type":"article","venue":"Journal of Computing and Natural Science","topic":"Quantum Computing Algorithms and Architecture","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Future Earth","funders":"","keywords":"Quantum computer; Qubit; Robotics; Computer science; Superposition principle; Artificial intelligence; Field (mathematics); Quantum machine learning; Unconventional computing; Process (computing); Quantum superposition; Quantum algorithm; Computer engineering; Quantum; Theoretical computer science; Computational science; Distributed computing; Robot; Mathematics; Quantum mechanics; Physics","authors":[{"name":"Anandakumar Haldorai","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006353094542474628,"gpt":0.2804710124675914,"spread":0.2741179179251167,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001349698,0.0005417247,0.0006205435,0.001731052,0.0008083343,0.001708535,0.0009818049,0.001337317,0.002984223],"category_scores_gemma":[0.002465501,0.0003937788,0.0006394178,0.001887409,0.002429115,0.003531912,0.001691337,0.002145076,0.0008181986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00140953,"about_ca_system_score_gemma":0.001214086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001108693,"about_ca_topic_score_gemma":0.000929497,"domain_scores_codex":[0.9991158,0.0002309213,0.00006749312,0.0001361686,0.0003761335,0.00007345562],"domain_scores_gemma":[0.9987332,0.0006915759,0.00008329501,0.0001430422,0.0002889081,0.00005988927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004551173,0.00005698888,0.0006417097,0.001984901,0.00004199605,0.0001996614,0.0004902314,0.01094761,0.007660637,0.7415279,0.005193518,0.2312094],"study_design_scores_gemma":[0.00001418841,0.0002536326,0.00126708,0.001271191,0.00005857668,0.0008386755,0.0003367787,0.03618113,0.008391971,0.4374207,0.5138381,0.0001279724],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01756162,0.5452126,0.2655573,0.01207646,0.002392247,0.0001408862,0.000117107,0.0003713639,0.1565704],"genre_scores_gemma":[0.3381995,0.5172006,0.1264823,0.001921596,0.003846369,0.0001334065,0.0001122408,0.0001267559,0.0119771],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002984223,"threshold_uncertainty_score":0.01022691,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206336120","doi":"10.53759/181x/jcns202202001","title":"A Model for Performance Evaluation","year":2022,"lang":"en","type":"article","venue":"Journal of Computing and Natural Science","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"","keywords":"Computer science; Component (thermodynamics); Element (criminal law); C programming language; Programming language; Reliability engineering; Software; Engineering","authors":[{"name":"Amir Antonie","is_ca":true},{"name":"Andrew Mathus","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02373120205585174,"gpt":0.3046111329747178,"spread":0.2808799309188661,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002503237,0.001610817,0.0007587427,0.001328049,0.0008447603,0.004204911,0.003181812,0.002547979,0.01557279],"category_scores_gemma":[0.00709033,0.0005474584,0.001247485,0.001224746,0.002030261,0.005510421,0.002051824,0.0026747,0.004692162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002918445,"about_ca_system_score_gemma":0.002724011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004965999,"about_ca_topic_score_gemma":0.002407411,"domain_scores_codex":[0.9971711,0.0008980035,0.0001715173,0.0005446835,0.0009935026,0.0002211595],"domain_scores_gemma":[0.9972287,0.001114131,0.0002323868,0.0005594673,0.0007501465,0.00011519],"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":[0.00005524279,0.00006857658,0.0003601386,0.0001402261,0.00003204314,0.0000781389,0.0001578597,0.2359905,0.001479915,0.7394574,0.004327849,0.01785216],"study_design_scores_gemma":[0.00003949516,0.00007570645,0.0001894474,0.0000739745,0.00003114584,0.00006362064,0.00005076674,0.6548207,0.001015057,0.3055958,0.03801051,0.00003372148],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005283273,0.0004838762,0.9318483,0.001632609,0.000166484,0.0002348921,0.0007109632,0.001140165,0.05849958],"genre_scores_gemma":[0.5057219,0.002060641,0.4158936,0.0006362302,0.0003679298,0.002113424,0.001666114,0.0009207815,0.07061925],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01557279,"threshold_uncertainty_score":0.05209619,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4366830536","doi":"10.53759/181x/jcns202303006","title":"Theoretical Framework of Knowledge Representation for Information Sharing","year":2023,"lang":"en","type":"article","venue":"Journal of Computing and Natural Science","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Canada West","funders":"","keywords":"Knowledge management; Information sharing; Knowledge sharing; Underpinning; Information integration; Computer science; Service (business); Information quality; Creativity; Product (mathematics); Representation (politics); Order (exchange); Component (thermodynamics); Information system; Sustainability; Business; Engineering; World Wide Web; Marketing","authors":[{"name":"Susan Bagatto","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02401013460222514,"gpt":0.3839720969625916,"spread":0.3599619623603665,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005736817,0.0008597607,0.0008415105,0.00378528,0.003124632,0.01060991,0.003645123,0.004438613,0.01127793],"category_scores_gemma":[0.008503565,0.0004802563,0.0014463,0.004829394,0.01465853,0.01621,0.005121423,0.002956746,0.002201288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005700526,"about_ca_system_score_gemma":0.00374177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004596555,"about_ca_topic_score_gemma":0.001428245,"domain_scores_codex":[0.9940606,0.002876921,0.0003966512,0.0008758713,0.001266782,0.0005232459],"domain_scores_gemma":[0.9939353,0.003747282,0.0005704761,0.0008835181,0.0005934446,0.0002698948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001453153,0.000003642518,0.00002308907,0.00001765581,0.000002990464,0.00002219487,0.0002766553,0.0004395773,0.00002074798,0.9974335,0.0002973952,0.001461076],"study_design_scores_gemma":[0.000007943087,0.00000547543,0.00003708684,0.00004377769,0.000005500551,0.00006489086,0.0002338751,0.003574879,0.00005346075,0.9828964,0.01307037,0.000006285064],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.010313,0.003144059,0.6687309,0.01790189,0.0003119108,0.000250949,0.0003253716,0.0002627702,0.2987592],"genre_scores_gemma":[0.7214422,0.00433488,0.2423058,0.002275332,0.0007871575,0.001224761,0.000583607,0.0001085763,0.02693766],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01127793,"threshold_uncertainty_score":0.04136044,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}