{"meta":{"query_hash":"4ec46d527084","filters":{"venue":"Jisuanji yingyong yanjiu"},"cohort_total":16,"direct_labels_cover":0,"predictions_cover":16,"exported":16,"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/4ec46d527084","api":"https://metacan.xera.ac/api/v1/cohort?venue=Jisuanji+yingyong+yanjiu"},"results":[{"id":"W2351958512","doi":"","title":"Design and implementation of home education robot with character recognition function based on WiFi wireless network","year":2010,"lang":"en","type":"article","venue":"Jisuanji yingyong yanjiu","topic":"IoT-based Smart Home Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Router; Character (mathematics); Robot; Wireless; Function (biology); Wireless network; Embedded system; Artificial intelligence; Computer network; Telecommunications","score_opus":0.009595107127745828,"score_gpt":0.22030784056784045,"score_spread":0.2107127334400946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2351958512","genre_codex":"methods","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06810414,0.000420909,0.9073996,0.00028669715,0.00025394096,0.0006465899,0.00013619807,0.008527977,0.014223982],"genre_scores_gemma":[0.62976325,0.00040773192,0.34039417,0.0002787292,0.000087461885,0.00075041736,0.00029012482,0.00015938,0.027868735],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995869,0.000047619145,0.000032649255,0.00010499462,0.00016127458,0.00006661356],"domain_scores_gemma":[0.9997787,0.000021163865,0.000027841646,0.000022454902,0.00012257394,0.00002727043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027056763,0.00053472293,0.0005054185,0.00048358995,0.0003569587,0.00037457544,0.0010611755,0.0005563006,0.0040999353],"category_scores_gemma":[0.00036731263,0.0003031563,0.00023837073,0.00020774796,0.00019943912,0.0006070866,0.00036861846,0.00031462446,0.0011825017],"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":[0.0006605974,0.00041251228,0.007903147,0.00083786226,0.000110531124,0.0012008349,0.0005574062,0.010330295,0.31695044,0.0061950684,0.013689249,0.6411521],"study_design_scores_gemma":[0.00061453966,0.003931168,0.031022089,0.00022559216,0.00049523066,0.006990789,0.0004907464,0.31758007,0.4556905,0.0017452124,0.18087125,0.00034276547],"about_ca_topic_score_codex":0.00220147,"about_ca_topic_score_gemma":0.0013912639,"teacher_disagreement_score":0.0040999353,"about_ca_system_score_codex":0.0002959743,"about_ca_system_score_gemma":0.00049363414,"threshold_uncertainty_score":0.013715625},"labels":[],"label_agreement":null},{"id":"W2353706530","doi":"","title":"Detection method against SYN Flooding attacks based on source end by analysis of time series","year":2012,"lang":"en","type":"article","venue":"Jisuanji yingyong yanjiu","topic":"Network Security and Intrusion Detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Alberta Paraplegic Foundation","funders":"","keywords":"Computer science; Flooding (psychology); Bloom filter; Data mining; Real-time computing; Time series; Denial-of-service attack; Network packet; Computer security; The Internet; Algorithm; Machine learning","score_opus":0.01114496445439657,"score_gpt":0.2569453766105736,"score_spread":0.24580041215617704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2353706530","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":[0.12675537,0.00059122196,0.86711586,0.00018239956,0.0001575859,0.00011427146,0.0002265183,0.002051632,0.002805253],"genre_scores_gemma":[0.8854199,0.00056483847,0.110736504,0.000060375198,0.00013749255,0.00009547047,0.00046964188,0.000061879255,0.0024538192],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993284,0.000079160185,0.00006382113,0.00018417393,0.0002921572,0.000052405838],"domain_scores_gemma":[0.9992077,0.00020254968,0.00016518337,0.000066266286,0.00031690975,0.000041372237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005716951,0.00080521347,0.00069581077,0.003405293,0.0003816632,0.00075325876,0.0005102042,0.0004960125,0.00064345374],"category_scores_gemma":[0.001864714,0.0001992591,0.00052017183,0.0012133197,0.00027202803,0.0015430709,0.0003619689,0.0005028297,0.00030184034],"study_design_candidate":"simulation_or_modeling","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":[0.00061828,0.00034301885,0.043036144,0.0003874736,0.00028170546,0.00086398073,0.00061074767,0.08051528,0.08826996,0.010703281,0.0049166377,0.76945364],"study_design_scores_gemma":[0.000023330736,0.00020501633,0.013424429,0.000023587076,0.00008980423,0.00074191514,0.00015287785,0.9446005,0.03343416,0.0031711427,0.0040723267,0.00006089708],"about_ca_topic_score_codex":0.0010704951,"about_ca_topic_score_gemma":0.00073286745,"teacher_disagreement_score":0.003405293,"about_ca_system_score_codex":0.00028549452,"about_ca_system_score_gemma":0.00032183455,"threshold_uncertainty_score":0.0030234456},"labels":[],"label_agreement":null},{"id":"W2359252321","doi":"","title":"New digital watermarking algorithm for audio authentication","year":2012,"lang":"en","type":"article","venue":"Jisuanji yingyong yanjiu","topic":"Advanced Steganography and Watermarking Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Alberta Paraplegic Foundation","funders":"","keywords":"Digital watermarking; Computer science; Watermark; Discrete cosine transform; Frame (networking); Authentication (law); Code (set theory); Digital audio; Set (abstract data type); Algorithm; Computer vision; Artificial intelligence; Audio signal; Speech recognition; Computer security; Image (mathematics); Speech coding; Computer network","score_opus":0.018488197210650547,"score_gpt":0.2708500837769501,"score_spread":0.25236188656629954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2359252321","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009018489,0.0052379607,0.9743779,0.00041911518,0.0006131341,0.00011245553,0.000090859154,0.0010643516,0.009065848],"genre_scores_gemma":[0.1867643,0.008203144,0.767801,0.00034375285,0.0005906374,0.00023320319,0.000484534,0.00014326771,0.03543615],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993857,0.00007474893,0.000051451025,0.0001280343,0.00031979635,0.000040253944],"domain_scores_gemma":[0.99964845,0.00006190027,0.000036609137,0.000056329776,0.00018251996,0.0000141161545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045862186,0.0006519212,0.0005112752,0.0014628014,0.00049684464,0.00080874877,0.0007459835,0.0010714469,0.0035016646],"category_scores_gemma":[0.0010777973,0.00023441101,0.0005094245,0.0011539805,0.0004845206,0.002358065,0.0006529014,0.000820326,0.001964926],"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":[0.00028742047,0.000047638423,0.00051674567,0.00043048666,0.000060634433,0.00028416957,0.00014885113,0.013692717,0.107770085,0.042739384,0.0063222037,0.8276996],"study_design_scores_gemma":[0.00022306411,0.0004919981,0.0013744718,0.00019713426,0.00015823424,0.003324652,0.00012997659,0.45088848,0.21899608,0.02399737,0.30001348,0.00020510393],"about_ca_topic_score_codex":0.00052912434,"about_ca_topic_score_gemma":0.00050876866,"teacher_disagreement_score":0.0035016646,"about_ca_system_score_codex":0.00044918718,"about_ca_system_score_gemma":0.0004355982,"threshold_uncertainty_score":0.01171422},"labels":[],"label_agreement":null},{"id":"W2361646831","doi":"","title":"Security Control Patterns for Info-Net","year":2006,"lang":"en","type":"article","venue":"Jisuanji yingyong yanjiu","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Computer science; Flexibility (engineering); Extensibility; Net (polyhedron); Control (management); Security controls; Computer security; Access control; .NET Framework; Cybernetics; Control system; Computer security model; Artificial intelligence; Operating system","score_opus":0.008176882180810374,"score_gpt":0.2714615457660485,"score_spread":0.2632846635852381,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2361646831","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":[0.023445845,0.0003990536,0.9295422,0.0010022514,0.00017981514,0.0003050014,0.00044536774,0.001823053,0.042857442],"genre_scores_gemma":[0.5031195,0.0009265638,0.46613327,0.00057567493,0.00011488315,0.00084546173,0.0014334781,0.00037153607,0.026479766],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990251,0.00013858505,0.00016635217,0.0002088917,0.00036398193,0.00009704745],"domain_scores_gemma":[0.99908507,0.0001957371,0.00013706926,0.00028753877,0.00023521515,0.00005929631],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006748845,0.0005575694,0.00025348822,0.0008750945,0.0007106104,0.001698521,0.0006300137,0.00076963246,0.005355279],"category_scores_gemma":[0.0023151108,0.00022605041,0.000460517,0.00085954776,0.001153986,0.003055236,0.0009829464,0.0010986504,0.00077769643],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010378277,0.000053520595,0.0010442426,0.00016276469,0.000016457332,0.0004739913,0.00039464576,0.009448511,0.005854133,0.87753326,0.007088468,0.097826295],"study_design_scores_gemma":[0.0000614719,0.00011158907,0.0011360764,0.00013186329,0.000044657958,0.0011342511,0.00021861332,0.13539092,0.017391656,0.692039,0.15228626,0.000053557666],"about_ca_topic_score_codex":0.0022048529,"about_ca_topic_score_gemma":0.0018778507,"teacher_disagreement_score":0.005355279,"about_ca_system_score_codex":0.0007702954,"about_ca_system_score_gemma":0.0008192835,"threshold_uncertainty_score":0.01791513},"labels":[],"label_agreement":null},{"id":"W2362723774","doi":"","title":"Application of tree structure in N-body problem","year":2008,"lang":"en","type":"article","venue":"Jisuanji yingyong yanjiu","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Fast multipole method; Multipole expansion; Computer science; Partition (number theory); Tree (set theory); Data structure; Algorithm; Tree structure; Ode; Applied mathematics; Mathematics; Combinatorics; Binary tree; Physics","score_opus":0.008259373522062626,"score_gpt":0.21600851192891268,"score_spread":0.20774913840685005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2362723774","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":[0.035480592,0.0010634531,0.93836135,0.00089662435,0.00026695398,0.00008604885,0.000117238,0.00025643152,0.023471365],"genre_scores_gemma":[0.63124335,0.002078806,0.35152212,0.00043774862,0.0002929028,0.00039896753,0.00039632394,0.00023298571,0.013396743],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997167,0.00008636673,0.000012783746,0.000044103566,0.000104224375,0.000035758418],"domain_scores_gemma":[0.9996462,0.00015022873,0.000029741728,0.000036053516,0.0000996294,0.00003814273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031801197,0.00031550185,0.0006268164,0.00045296716,0.001128295,0.0006015363,0.00080458715,0.0008765612,0.002731346],"category_scores_gemma":[0.0014221612,0.0002452654,0.0007248703,0.00063111447,0.00070852943,0.0010829247,0.0011033514,0.00082510733,0.00047223215],"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":[0.00006430397,0.000054052885,0.0019254432,0.00027541007,0.000045951107,0.00041170634,0.00028334453,0.56317025,0.004989487,0.38156578,0.006024448,0.04118988],"study_design_scores_gemma":[0.000013613784,0.000019578962,0.0001783308,0.000010724181,0.000004598113,0.00006885376,0.000021486187,0.92266935,0.0005264556,0.07252217,0.003956789,0.000008114476],"about_ca_topic_score_codex":0.0053975666,"about_ca_topic_score_gemma":0.002475689,"teacher_disagreement_score":0.0053975666,"about_ca_system_score_codex":0.0005242914,"about_ca_system_score_gemma":0.0009057317,"threshold_uncertainty_score":0.010732293},"labels":[],"label_agreement":null},{"id":"W2364300186","doi":"","title":"Video steganalysis method based on spatial-time redundancy of statistics invisibility","year":2012,"lang":"en","type":"article","venue":"Jisuanji yingyong yanjiu","topic":"Advanced Steganography and Watermarking Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Alberta Paraplegic Foundation","funders":"","keywords":"Steganalysis; Computer science; Steganography; Artificial intelligence; Redundancy (engineering); Support vector machine; Discrete cosine transform; Pattern recognition (psychology); Computer vision; Embedding; Image (mathematics)","score_opus":0.016964751637824804,"score_gpt":0.29672392482486576,"score_spread":0.27975917318704097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2364300186","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":[0.16508254,0.00096683763,0.8301793,0.00019983356,0.000111275156,0.00006287928,0.000060333598,0.00075624004,0.0025807205],"genre_scores_gemma":[0.8259412,0.0009076817,0.169683,0.000058449474,0.00008143093,0.00005696208,0.00010812215,0.00004693932,0.0031162798],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99963975,0.000049273174,0.000020262594,0.00008125508,0.00018055893,0.00002895245],"domain_scores_gemma":[0.9996735,0.000104011655,0.00004761183,0.0000356193,0.00012582398,0.000013326701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032383853,0.00040538012,0.00056059053,0.0009897117,0.0002007795,0.0002842967,0.00035124953,0.0003458056,0.00059505703],"category_scores_gemma":[0.0009438067,0.00023516743,0.00050872454,0.00038040947,0.0003592832,0.0008709913,0.00026040978,0.00037333643,0.00016570665],"study_design_candidate":"simulation_or_modeling","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":[0.00032267402,0.000107539294,0.0035575018,0.00027769723,0.00015306719,0.0003677738,0.00019765247,0.039570175,0.5090588,0.009177076,0.0009961217,0.43621406],"study_design_scores_gemma":[0.00003937533,0.00031497155,0.0053056646,0.0000237284,0.00010422887,0.0012883449,0.000051643558,0.7667245,0.22125246,0.0020316786,0.0027924166,0.000070917784],"about_ca_topic_score_codex":0.00087728974,"about_ca_topic_score_gemma":0.0008077037,"teacher_disagreement_score":0.0009897117,"about_ca_system_score_codex":0.0002603867,"about_ca_system_score_gemma":0.00029715957,"threshold_uncertainty_score":0.001990676},"labels":[],"label_agreement":null},{"id":"W2370369612","doi":"","title":"Manikin of Chinese Pilot Based on Human Dimensions in 2003","year":2005,"lang":"en","type":"article","venue":"Jisuanji yingyong yanjiu","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Workbench; Cockpit; Computer science; Complement (music); Dimension (graph theory); Human–computer interaction; Aeronautics; Artificial intelligence; Engineering; Mathematics","score_opus":0.03056951196366101,"score_gpt":0.35074701044466233,"score_spread":0.3201774984810013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2370369612","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948748,0.00008180525,0.002094258,0.000046171153,0.000028178032,0.00013719857,0.00042281565,0.00005643289,0.0022582405],"genre_scores_gemma":[0.99286747,0.00008782762,0.0031780996,0.00002428934,0.000007308761,0.00012457954,0.00067364436,0.000011275617,0.0030255283],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996598,0.000089939116,0.000040978004,0.00006267647,0.00008086755,0.00006572078],"domain_scores_gemma":[0.99929345,0.00012436773,0.000045506862,0.00006764033,0.0003444674,0.00012447583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069468014,0.0005690579,0.0002643802,0.0008008169,0.0006571856,0.00032724347,0.00018095682,0.0002783479,0.0022295264],"category_scores_gemma":[0.002108978,0.00015418803,0.00027796894,0.00041613355,0.00034142067,0.00037213412,0.0007105549,0.00029777756,0.00038439687],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027764651,0.0007935225,0.5568833,0.00091712346,0.00010605646,0.0028730384,0.051192857,0.0026463973,0.09126094,0.00083971734,0.011314519,0.27839607],"study_design_scores_gemma":[0.000043588443,0.001720779,0.94781506,0.00007950649,0.00005265196,0.0013258565,0.018022373,0.003769482,0.013686288,0.00023174619,0.013133757,0.00011889905],"about_ca_topic_score_codex":0.012314333,"about_ca_topic_score_gemma":0.026947215,"teacher_disagreement_score":0.012314333,"about_ca_system_score_codex":0.0007589155,"about_ca_system_score_gemma":0.00051415147,"threshold_uncertainty_score":0.02448529},"labels":[],"label_agreement":null},{"id":"W2373342844","doi":"","title":"Design of NAND Flash Memory-based Embedded File System","year":2006,"lang":"en","type":"article","venue":"Jisuanji yingyong yanjiu","topic":"Advanced Data Storage Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Computer science; Flash file system; NAND gate; File system; Embedded system; Flash (photography); Flash memory emulator; Flash memory; Block (permutation group theory); Operating system; Computer hardware; Computer memory; Semiconductor memory; Logic gate","score_opus":0.017510722838874258,"score_gpt":0.23364003085311233,"score_spread":0.21612930801423808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2373342844","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":[0.2117682,0.002922921,0.7459067,0.0005838265,0.0005148046,0.0006592928,0.0007123021,0.0061419304,0.03078999],"genre_scores_gemma":[0.90415,0.0006638034,0.0823349,0.0002072962,0.00009925418,0.00033613268,0.0002872582,0.0000732471,0.011848053],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999864,0.000016770864,0.000011258588,0.00003506058,0.000054489126,0.000018515526],"domain_scores_gemma":[0.9998233,0.000024240617,0.000012050298,0.000021009118,0.000106218686,0.000013231357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010602955,0.00019254924,0.00030882144,0.0002915318,0.00039360992,0.00055608357,0.0011180456,0.0002921514,0.0029778313],"category_scores_gemma":[0.0002169671,0.0001476532,0.000119470686,0.00019347346,0.00013942174,0.0004942969,0.00020430968,0.00014187042,0.00066462305],"study_design_candidate":"simulation_or_modeling","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":[0.001241393,0.00021084097,0.0046976325,0.0016488337,0.00023692133,0.001533106,0.0006589318,0.053606182,0.568883,0.02497173,0.017901544,0.32440978],"study_design_scores_gemma":[0.00041127318,0.0015236168,0.0049520913,0.00011080146,0.00039748856,0.0030795727,0.0002247471,0.5378647,0.36205146,0.0037272945,0.08554361,0.00011330957],"about_ca_topic_score_codex":0.0006230705,"about_ca_topic_score_gemma":0.0007687133,"teacher_disagreement_score":0.0029778313,"about_ca_system_score_codex":0.00030978303,"about_ca_system_score_gemma":0.00034131212,"threshold_uncertainty_score":0.009961784},"labels":[],"label_agreement":null},{"id":"W2375822619","doi":"","title":"Study on dependencies between wavelet coefficients for image steganalysis and its application","year":2010,"lang":"en","type":"article","venue":"Jisuanji yingyong yanjiu","topic":"Advanced Steganography and Watermarking Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Alberta Paraplegic Foundation","funders":"","keywords":"Steganalysis; Computer science; Steganography; Wavelet; Artificial intelligence; Embedding; Pattern recognition (psychology); Image (mathematics); Uncompressed video; Computer vision","score_opus":0.024065761359568002,"score_gpt":0.3088432798011399,"score_spread":0.2847775184415719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2375822619","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":[0.11525759,0.0016309229,0.88003945,0.00027431617,0.00005570404,0.000026833974,0.00008280018,0.00017635943,0.0024560448],"genre_scores_gemma":[0.8909855,0.002824408,0.10283896,0.00004651752,0.0001076079,0.0000316344,0.00019191783,0.000082590384,0.002890889],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996213,0.00007862475,0.000019436915,0.00006552493,0.00018357094,0.00003156557],"domain_scores_gemma":[0.99764913,0.001690845,0.00018801118,0.00015386158,0.00027403457,0.0000440968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007226907,0.00043631278,0.0003410415,0.0007740968,0.00017252566,0.00026675698,0.0003333846,0.00039507,0.0007789733],"category_scores_gemma":[0.0041298987,0.0002792213,0.00042818376,0.0007328951,0.0003970679,0.00072950544,0.00022357683,0.00079415314,0.0002492033],"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":[0.00033845432,0.000105100735,0.011646646,0.00045998584,0.00017196745,0.0008796319,0.0003355992,0.3314262,0.27839646,0.07435149,0.0015596375,0.3003288],"study_design_scores_gemma":[0.000003891087,0.000068588044,0.0059791417,0.000017313992,0.000042197877,0.00034864552,0.00001828424,0.95648307,0.029346671,0.005625233,0.0020465364,0.00002042429],"about_ca_topic_score_codex":0.0015079288,"about_ca_topic_score_gemma":0.0011716606,"teacher_disagreement_score":0.0015079288,"about_ca_system_score_codex":0.00023713011,"about_ca_system_score_gemma":0.00030642387,"threshold_uncertainty_score":0.0038220286},"labels":[],"label_agreement":null},{"id":"W2379730378","doi":"","title":"Study and Realization of Content-based Web Retrieval System for Wallpaper","year":2006,"lang":"en","type":"article","venue":"Jisuanji yingyong yanjiu","topic":"Simulation and Modeling Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Wallpaper; Computer science; Realization (probability); Image retrieval; Information retrieval; Image (mathematics); Computer vision; Operating system","score_opus":0.04038926850555112,"score_gpt":0.26220945902544357,"score_spread":0.22182019051989244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2379730378","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":[0.27413502,0.00052229315,0.7137108,0.00018389827,0.000102829035,0.0003060571,0.000087119275,0.002265916,0.00868609],"genre_scores_gemma":[0.7515396,0.00038985914,0.24048598,0.00006737553,0.000041396073,0.00017086136,0.0002604188,0.00006883372,0.0069756582],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997557,0.000048402126,0.0000136284325,0.000038302675,0.00011451884,0.000029516717],"domain_scores_gemma":[0.9998091,0.000051731673,0.000015899903,0.00003085383,0.000075556236,0.00001690218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026653122,0.0003115364,0.00040188502,0.00033314186,0.000275986,0.0005271087,0.00062969886,0.00058507523,0.0018616519],"category_scores_gemma":[0.00068506587,0.00024384029,0.00036221175,0.00023763254,0.0002234251,0.0008615231,0.00015519679,0.00023426177,0.0006156781],"study_design_candidate":"simulation_or_modeling","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":[0.00056812883,0.00026488665,0.004761223,0.0005544074,0.00012208636,0.00090933434,0.0007216493,0.03933121,0.7565133,0.015103867,0.0027885826,0.17836137],"study_design_scores_gemma":[0.00014345841,0.000755403,0.0059304563,0.000026702173,0.0001186791,0.0009891016,0.00017704378,0.60430205,0.37192553,0.001505537,0.014065989,0.000060055547],"about_ca_topic_score_codex":0.0019821858,"about_ca_topic_score_gemma":0.0009819635,"teacher_disagreement_score":0.0019821858,"about_ca_system_score_codex":0.00036152938,"about_ca_system_score_gemma":0.0004829353,"threshold_uncertainty_score":0.006227851},"labels":[],"label_agreement":null},{"id":"W2381238779","doi":"","title":"An Introduction to Hypermedia Design Patterns","year":2001,"lang":"en","type":"article","venue":"Jisuanji yingyong yanjiu","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Hypermedia; Computer science; Human–computer interaction; World Wide Web; Multimedia","score_opus":0.06177764907106797,"score_gpt":0.37282372965090765,"score_spread":0.3110460805798397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2381238779","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002307713,0.021255063,0.87930137,0.0092013385,0.0017611083,0.00046678167,0.0008659125,0.0018330013,0.083007656],"genre_scores_gemma":[0.024834586,0.030115496,0.87853813,0.003371775,0.0016749946,0.0012578206,0.0018075862,0.00088504894,0.057514463],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9951441,0.0013519592,0.00089177716,0.00060728233,0.0017834378,0.00022142715],"domain_scores_gemma":[0.99401337,0.00361262,0.00030392126,0.0006597222,0.0011422232,0.0002681646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00328492,0.0015182515,0.0009939148,0.004831432,0.0020332818,0.0073319627,0.002000978,0.003044151,0.017686158],"category_scores_gemma":[0.009777138,0.0013852977,0.0016668324,0.009266407,0.0044262824,0.01379844,0.003555723,0.0048907683,0.007947459],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003887328,0.0000878037,0.00065673474,0.0011804304,0.000031427448,0.00031200444,0.002347845,0.0012276617,0.0016480465,0.65036345,0.04765167,0.29445413],"study_design_scores_gemma":[0.000014676041,0.000040687668,0.00029783396,0.0006715646,0.000014836243,0.001070324,0.0004464334,0.0021068624,0.00053806667,0.28012848,0.71463734,0.000032993616],"about_ca_topic_score_codex":0.0017303786,"about_ca_topic_score_gemma":0.0020845176,"teacher_disagreement_score":0.017686158,"about_ca_system_score_codex":0.002167826,"about_ca_system_score_gemma":0.0020017293,"threshold_uncertainty_score":0.059166074},"labels":[],"label_agreement":null},{"id":"W2382655367","doi":"","title":"Linear complexity of Whiteman-generalized cyclotomic sequence with order four","year":2011,"lang":"en","type":"article","venue":"Jisuanji yingyong yanjiu","topic":"Coding theory and cryptography","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Alberta Paraplegic Foundation","funders":"","keywords":"Sequence (biology); Order (exchange); Computer science; Set (abstract data type); Class (philosophy); Algorithm; Mathematics; Discrete mathematics; Combinatorics; Artificial intelligence; Genetics; Biology","score_opus":0.146317956135932,"score_gpt":0.27790318012427695,"score_spread":0.13158522398834496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2382655367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9246225,0.00030458852,0.06398591,0.00043314256,0.000054330034,0.00004438104,0.0002203737,0.00010220142,0.01023263],"genre_scores_gemma":[0.9880397,0.00014490631,0.008632656,0.000059408096,0.000044346252,0.000031836793,0.00022018145,0.00001289392,0.0028140466],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995285,0.00006666439,0.000033436932,0.00010054309,0.0001333291,0.00013747487],"domain_scores_gemma":[0.9990933,0.0003297811,0.00021875645,0.00011251374,0.00015042383,0.000095220275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020372609,0.00029391958,0.000340891,0.00086463586,0.000535279,0.0006900056,0.00027116342,0.00038597785,0.0020979154],"category_scores_gemma":[0.0011958526,0.00015068949,0.00033100048,0.0006091717,0.0007708748,0.0013048433,0.0005733206,0.0007959002,0.00019131452],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009429751,0.000116655116,0.0067923414,0.00027343628,0.00005844407,0.0014371456,0.00089238066,0.06861433,0.10607839,0.73886305,0.0024602988,0.0734707],"study_design_scores_gemma":[0.00022120951,0.0008345852,0.008235168,0.00007410035,0.0000633942,0.0024828939,0.00037934078,0.24377568,0.096154824,0.62994593,0.017638708,0.00019409508],"about_ca_topic_score_codex":0.0008815747,"about_ca_topic_score_gemma":0.00072604977,"teacher_disagreement_score":0.0020979154,"about_ca_system_score_codex":0.00092693086,"about_ca_system_score_gemma":0.0009245983,"threshold_uncertainty_score":0.0070182085},"labels":[],"label_agreement":null},{"id":"W2387262267","doi":"","title":"Hill climbing algorithm optimization of nonlinearity of 1st order correlation-immune functions","year":2015,"lang":"en","type":"article","venue":"Jisuanji yingyong yanjiu","topic":"Artificial Immune Systems Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Alberta Paraplegic Foundation","funders":"","keywords":"Boolean function; Hill climbing; Computer science; Nonlinear system; Cryptography; Algorithm; Correlation; Correlation attack; MATLAB; S-box; Mathematics; Stream cipher; Block cipher","score_opus":0.02405580567379114,"score_gpt":0.2433890334760325,"score_spread":0.21933322780224135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2387262267","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20197208,0.0005756992,0.7775428,0.00032793512,0.000083443614,0.00015596427,0.00006196911,0.00067757675,0.018602371],"genre_scores_gemma":[0.8835975,0.00021943552,0.11075968,0.00013705196,0.0000146835955,0.00020699498,0.00008920132,0.00007428398,0.0049011842],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997428,0.000058528636,0.00001350094,0.000038862487,0.000084859596,0.000061496976],"domain_scores_gemma":[0.9997105,0.000097499615,0.000030130665,0.000019258483,0.00012519951,0.00001729249],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005300334,0.00077030895,0.00062903546,0.00050270936,0.0005070096,0.0005535817,0.0006617419,0.00061801734,0.0018040962],"category_scores_gemma":[0.0014089543,0.00026244117,0.00057420577,0.00036291324,0.00035195478,0.0004212228,0.00034580845,0.00050141534,0.0002529578],"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":[0.000050814677,0.000068319954,0.0015997799,0.00008765799,0.000048797116,0.000086805296,0.00007311231,0.94383305,0.0076006833,0.0045007505,0.001399274,0.04065086],"study_design_scores_gemma":[0.0000122929905,0.000045874724,0.0003574438,0.000005793815,0.000008770504,0.000021975527,0.000011958477,0.9971413,0.0012885795,0.00065606466,0.00044471005,0.0000052058203],"about_ca_topic_score_codex":0.00679506,"about_ca_topic_score_gemma":0.0051801503,"teacher_disagreement_score":0.00679506,"about_ca_system_score_codex":0.00068182126,"about_ca_system_score_gemma":0.0015388714,"threshold_uncertainty_score":0.013511002},"labels":[],"label_agreement":null},{"id":"W2387915363","doi":"","title":"Security Probing System Based on Firewall Penetrating Technique Firewalking","year":2003,"lang":"en","type":"article","venue":"Jisuanji yingyong yanjiu","topic":"Network Packet Processing and Optimization","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Firewall (physics); Computer science; Application firewall; Internet Control Message Protocol; Stateful firewall; Context-based access control; Internet security; Network security; Computer network; Computer security; Operating system; Network packet; Information security; Physics; Astrophysics; Security service","score_opus":0.010538015922385565,"score_gpt":0.22873004064650437,"score_spread":0.2181920247241188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2387915363","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":[0.23561063,0.00029905405,0.7438173,0.00014346451,0.000076565935,0.00027614267,0.0001433931,0.013025572,0.0066079795],"genre_scores_gemma":[0.8642569,0.0002103691,0.12968107,0.00012306724,0.000028259314,0.00014772307,0.00036565526,0.0001563809,0.0050306045],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993642,0.000108561486,0.00003608937,0.00010937967,0.0003035868,0.0000782759],"domain_scores_gemma":[0.99935657,0.00014189069,0.00009206221,0.0001447084,0.00020782303,0.000056977675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042015422,0.00048482988,0.00047580304,0.0007102895,0.0003236481,0.00055668096,0.0005835868,0.00051257707,0.0021208369],"category_scores_gemma":[0.0010596395,0.0002686485,0.0002715665,0.00036912574,0.00020583365,0.00085897994,0.00054856704,0.00041140785,0.00058366416],"study_design_candidate":"simulation_or_modeling","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":[0.0007662109,0.00019781702,0.010383906,0.00016957341,0.000069690745,0.00038224857,0.0004111188,0.008407176,0.5530898,0.0038404888,0.004246609,0.4180353],"study_design_scores_gemma":[0.00016302365,0.0016845679,0.025590478,0.000062203566,0.00020415791,0.0025443614,0.00015334881,0.32917312,0.616925,0.0021664158,0.021188926,0.0001444191],"about_ca_topic_score_codex":0.00050799066,"about_ca_topic_score_gemma":0.00025810336,"teacher_disagreement_score":0.0021208369,"about_ca_system_score_codex":0.00019936173,"about_ca_system_score_gemma":0.0002961609,"threshold_uncertainty_score":0.00709486},"labels":[],"label_agreement":null},{"id":"W2389531604","doi":"","title":"New certificateless partially blind signature scheme","year":2010,"lang":"en","type":"article","venue":"Jisuanji yingyong yanjiu","topic":"Cryptography and Data Security","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Alberta Paraplegic Foundation","funders":"","keywords":"Computer science; Blind signature; Scheme (mathematics); Signature (topology); Computer security; Key (lock); Public-key cryptography; Algorithm; Mathematics; Encryption","score_opus":0.021634334008876852,"score_gpt":0.26745435562992026,"score_spread":0.2458200216210434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2389531604","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":[0.02594769,0.0012816759,0.9572813,0.00081041845,0.0005794247,0.00034763906,0.00030336773,0.0013101795,0.012138432],"genre_scores_gemma":[0.6020737,0.0018558928,0.36851627,0.000702675,0.00040775168,0.0004285587,0.00096325343,0.00010927918,0.024942594],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99662685,0.0006968785,0.0003133548,0.00055237225,0.0014707963,0.00033972587],"domain_scores_gemma":[0.99815,0.00019981251,0.0002225463,0.00049476343,0.0007040407,0.0002288403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015076351,0.00051217317,0.0010258151,0.0012103497,0.001205457,0.0018097552,0.0015992457,0.0016643228,0.0024122198],"category_scores_gemma":[0.0026238433,0.00032861248,0.0009107079,0.0018480988,0.0011027089,0.005083675,0.0024459707,0.0019543858,0.0008585929],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001555468,0.0002522017,0.0012756479,0.0009501269,0.00021165451,0.000915918,0.00092650997,0.033548407,0.09517038,0.53498834,0.014659559,0.31554565],"study_design_scores_gemma":[0.0011266134,0.0010883737,0.0009699847,0.0002063434,0.00031978317,0.004865362,0.00025941123,0.39091715,0.13460773,0.18287131,0.2822131,0.0005548506],"about_ca_topic_score_codex":0.0008572805,"about_ca_topic_score_gemma":0.00053259876,"teacher_disagreement_score":0.0024122198,"about_ca_system_score_codex":0.0012622217,"about_ca_system_score_gemma":0.003004203,"threshold_uncertainty_score":0.009158075},"labels":[],"label_agreement":null},{"id":"W2390137859","doi":"","title":"Research and Implementation of Text Categorization System Based on VSM","year":2001,"lang":"en","type":"article","venue":"Jisuanji yingyong yanjiu","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Computer science; Categorization; Task (project management); Key (lock); Natural language processing; Text categorization; Artificial intelligence; Vector space model; Information extraction; Feature (linguistics); Space (punctuation); Information retrieval; Linguistics","score_opus":0.049498930935890355,"score_gpt":0.4036949908625966,"score_spread":0.3541960599267062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2390137859","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":[0.07137871,0.0023128686,0.88390917,0.0007023215,0.00053675304,0.0005384139,0.00092547433,0.03202936,0.007666904],"genre_scores_gemma":[0.3444803,0.0009167265,0.6373657,0.00035431696,0.00021029264,0.0005494637,0.002816001,0.00031389113,0.012993372],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988738,0.00024928997,0.00010080999,0.00031174594,0.00038445368,0.0000798315],"domain_scores_gemma":[0.9989812,0.00024036589,0.00006863493,0.00017617992,0.0004743295,0.000059302187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014714894,0.00037658293,0.000846218,0.0021715527,0.0007261504,0.001023525,0.0017933712,0.0008027286,0.004223221],"category_scores_gemma":[0.0025417614,0.00028158215,0.0005349133,0.0018435804,0.00031446197,0.002467719,0.0005818928,0.00052640756,0.002622153],"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":[0.000451166,0.00023600967,0.002717052,0.0004339069,0.0000971885,0.00020589566,0.0003316132,0.0038094427,0.058871575,0.012991128,0.017557317,0.90229774],"study_design_scores_gemma":[0.0003060023,0.00094841706,0.008439323,0.00017827333,0.0002955688,0.0011192922,0.0006030334,0.6200869,0.22353974,0.019342076,0.12495948,0.00018195857],"about_ca_topic_score_codex":0.002762137,"about_ca_topic_score_gemma":0.0014514793,"teacher_disagreement_score":0.004223221,"about_ca_system_score_codex":0.000988952,"about_ca_system_score_gemma":0.0008041296,"threshold_uncertainty_score":0.014128089},"labels":[],"label_agreement":null}]}