{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"030a6ddf6317","filters":{"venue":"Journal of Guangxi Normal University"}},"results":[{"id":"W2359932463","doi":"","title":"Fuzzy kNN Text Classifier Based on Gini Index","year":2006,"lang":"en","type":"article","venue":"Journal of Guangxi Normal University","topic":"Advanced Computational Techniques and Applications","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":"Nipissing University","funders":"","keywords":"Computer science; Preprocessor; Categorization; Artificial intelligence; Classifier (UML); Text categorization; Bottleneck; Fuzzy logic; Machine learning; Data mining; Pattern recognition (psychology)","authors":[{"name":"Wenqian Shang","is_ca":true},{"name":"You-Li Qu","is_ca":false},{"name":"Houkuan Huang","is_ca":false},{"name":"Haibin Zhu","is_ca":false},{"name":"Yongmin Lin","is_ca":false},{"name":"Hongbin Dong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008307384570624804,"gpt":0.2154244283427986,"spread":0.2071170437721738,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002251634,0.0008534173,0.001864435,0.004032286,0.001141264,0.001753243,0.001721404,0.001160542,0.002038673],"category_scores_gemma":[0.01123958,0.0002598815,0.000763268,0.002543144,0.0005971959,0.002333781,0.0005633343,0.001331109,0.001097823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001463603,"about_ca_system_score_gemma":0.001590481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00531475,"about_ca_topic_score_gemma":0.003677239,"domain_scores_codex":[0.9977888,0.0003888232,0.0001918111,0.0004746891,0.00103443,0.0001213858],"domain_scores_gemma":[0.9971961,0.0009845031,0.0002231017,0.000202602,0.001312522,0.00008111414],"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":[0.0004948154,0.0001934171,0.006117557,0.0002697844,0.0002001318,0.0002134453,0.0002284969,0.1477093,0.01472933,0.02121954,0.02348435,0.78514],"study_design_scores_gemma":[0.0000218648,0.00004715631,0.00132759,0.00001930046,0.00002687281,0.0001258121,0.00002822801,0.9778019,0.005218009,0.0120895,0.003262177,0.00003169079],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03355644,0.0008241813,0.9564973,0.0004680998,0.0003226451,0.0003627683,0.0004807826,0.002154608,0.005333201],"genre_scores_gemma":[0.3525435,0.0007741309,0.636573,0.0002116289,0.0004352622,0.0004863387,0.001914994,0.0002540346,0.006807095],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00531475,"threshold_uncertainty_score":0.01190794,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2364991577","doi":"","title":"Anne of Green Gables from the Perspective of Eco-feminism","year":2010,"lang":"en","type":"article","venue":"Journal of Guangxi Normal University","topic":"Ecocriticism and Environmental Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"The Imaginary; Ideology; Happiness; Feminism; Perspective (graphical); Ideal (ethics); Sociology; Gender studies; Environmental ethics; Philosophy; Law; Art; Political science; Psychoanalysis; Epistemology; Psychology; Politics","authors":[{"name":"Yin Jing-yuan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007309243380864565,"gpt":0.1711632897364176,"spread":0.1638540463555531,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001112493,0.0004068542,0.0002319233,0.0008827607,0.006282985,0.004487965,0.0005026442,0.001873402,0.005419238],"category_scores_gemma":[0.001209239,0.0001655312,0.0001238758,0.0006514374,0.006690636,0.002983576,0.001829495,0.00329202,0.0006285162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004155087,"about_ca_system_score_gemma":0.003460777,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04634356,"about_ca_topic_score_gemma":0.1225785,"domain_scores_codex":[0.9993411,0.0003689937,0.000008687919,0.00005826113,0.0001173215,0.0001056655],"domain_scores_gemma":[0.9992692,0.0003837299,0.00004994294,0.00002875527,0.0001046804,0.0001636581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004146384,0.00002806708,0.001034207,0.000153374,0.000004802681,0.0005801268,0.04941025,0.0001048775,0.000445552,0.5820501,0.3379884,0.02815872],"study_design_scores_gemma":[0.000001117169,0.000004432722,0.0004968953,0.0002410206,0.000001178364,0.0001047552,0.01077008,0.00002828663,0.00005884959,0.01954963,0.9687384,0.00000535954],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01414306,0.1530355,0.0008310908,0.5559107,0.004561176,0.00001592531,0.00007452468,0.00005349889,0.2713746],"genre_scores_gemma":[0.3947051,0.07551862,0.003027165,0.08145338,0.002387207,0.00008382689,0.000044698,0.0001619292,0.4426181],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9536564,"threshold_uncertainty_score":0.09214765,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2354157452","doi":"","title":"On Difference of Academic Thoughts between Innis and McLuhan","year":2012,"lang":"en","type":"article","venue":"Journal of Guangxi Normal University","topic":"Digital Communication and Language","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Rationality; Pessimism; Sociology; Suspect; Media ecology; Perception; Epistemology; Social science; Media studies; Philosophy; Criminology","authors":[{"name":"W. M. Tang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02255617107441454,"gpt":0.2423832098998893,"spread":0.2198270388254747,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006565446,0.000438507,0.0005374221,0.002376534,0.01275223,0.01147326,0.001390228,0.002726355,0.003866574],"category_scores_gemma":[0.01726508,0.000297599,0.0002591219,0.002261345,0.01836091,0.005441288,0.003390881,0.007462847,0.0007252701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02606963,"about_ca_system_score_gemma":0.01056853,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08616804,"about_ca_topic_score_gemma":0.1268678,"domain_scores_codex":[0.9942399,0.0024529,0.000208699,0.0005189772,0.001986428,0.0005930344],"domain_scores_gemma":[0.9848149,0.006728585,0.0010072,0.0004871689,0.003722577,0.003239601],"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":[0.00007895869,0.00006014462,0.001560078,0.00007169258,0.00001134485,0.0002522391,0.1312536,0.00008022261,0.0001765067,0.5940912,0.2547043,0.01765968],"study_design_scores_gemma":[0.00001622279,0.0000336063,0.002882159,0.0002370571,0.00001017933,0.0002040534,0.1053835,0.0002506443,0.0003806934,0.05066945,0.8398601,0.00007246034],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04049536,0.0219508,0.001853632,0.743112,0.01175296,0.00003289787,0.0001134836,0.0001178257,0.180571],"genre_scores_gemma":[0.8077929,0.009482577,0.001426643,0.1005751,0.007929658,0.00005637533,0.00006171487,0.0002310456,0.07244402],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9138319,"threshold_uncertainty_score":0.1891493,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2389926753","doi":"","title":"Sun Yat-sen and Zhi Gong Tang in America during the Period of Tung Meng Hui","year":2006,"lang":"en","type":"article","venue":"Journal of Guangxi Normal University","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Period (music); History; Charge (physics); Economic history; Ancient history; Political science; Art","authors":[{"name":"Shao Yong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003463732049641614,"gpt":0.1717898671529064,"spread":0.1683261351032647,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002767607,0.0002280848,0.0001710115,0.0003336425,0.01043955,0.001824459,0.0001416694,0.0008108484,0.003652407],"category_scores_gemma":[0.00031388,0.0002098303,0.00008232388,0.001001707,0.004785801,0.0009901314,0.001844621,0.001885403,0.0002010689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009435234,"about_ca_system_score_gemma":0.007920013,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2248182,"about_ca_topic_score_gemma":0.4746246,"domain_scores_codex":[0.9997069,0.00005794534,0.000005647958,0.00004112272,0.00003790646,0.000150479],"domain_scores_gemma":[0.9998466,0.00001483338,0.000015621,0.000006285331,0.00001648274,0.0001002641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001626055,0.00006130608,0.02339374,0.0001309461,0.00002143495,0.0023956,0.5283027,0.000166509,0.002941232,0.358281,0.04652852,0.03761454],"study_design_scores_gemma":[0.00001903569,0.00003731513,0.05116211,0.00009409399,0.00001255121,0.000374557,0.0660117,0.00008525039,0.0005285496,0.007224627,0.8744185,0.00003164765],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7251623,0.0108553,0.0003026518,0.01815892,0.000745279,0.0000322544,0.00009898793,0.00002825625,0.2446161],"genre_scores_gemma":[0.9216235,0.001627315,0.0001027735,0.001125245,0.00004003829,0.00001357928,0.00002630911,0.00001057201,0.07543063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7751818,"threshold_uncertainty_score":0.4470193,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2365173173","doi":"","title":"Reconstruction and Consolidation: Genuine Attempts on Textbooks and Pedagogy in Canadian Multicultural Education","year":2009,"lang":"en","type":"article","venue":"Journal of Guangxi Normal University","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Multiculturalism; Multicultural education; Consolidation (business); Pedagogy; Sociology; Narrative; Harmonization; Subjectivity; Ideology; Mathematics education; Epistemology; Psychology; Political science; Aesthetics; Linguistics; Law; Philosophy","authors":[{"name":"Chen Xiao-ying","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01377790351356344,"gpt":0.3093690357411717,"spread":0.2955911322276083,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006522626,0.0005628421,0.0004027088,0.004534465,0.01472167,0.0144354,0.003311982,0.002072099,0.00633933],"category_scores_gemma":[0.02186729,0.0007016082,0.0004770056,0.006270847,0.02046828,0.00474693,0.008178052,0.003502455,0.0004738688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06509129,"about_ca_system_score_gemma":0.082026,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7848355,"about_ca_topic_score_gemma":0.8763849,"domain_scores_codex":[0.9930109,0.002310255,0.000339267,0.0007495981,0.002386988,0.001202964],"domain_scores_gemma":[0.9899606,0.002274075,0.0006797649,0.001847907,0.003654295,0.001583488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001359897,0.0001423213,0.009826639,0.0002608556,0.00001649391,0.001098212,0.3683104,0.0009146533,0.003406637,0.3223892,0.009746091,0.2837527],"study_design_scores_gemma":[0.00004712428,0.0001795485,0.04580389,0.0006225584,0.00006477754,0.001097021,0.1926475,0.001527971,0.007303397,0.01983831,0.7306463,0.0002215239],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7043145,0.01000617,0.01107494,0.01670731,0.0008215961,0.0004172859,0.0001989068,0.0004395953,0.2560197],"genre_scores_gemma":[0.9413472,0.001296947,0.005574442,0.0006319092,0.00005116566,0.00003840824,0.00008795515,0.0001496616,0.05082225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2151645,"threshold_uncertainty_score":0.4722726,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}