{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":7,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":7,"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"},"query_hash":"cb887c3d3440","filters":{"venue":"Journal of Beijing Normal University"}},"results":[{"id":"W2376415801","doi":"","title":"Stereotypical Image of Scientists:Research Advance and its Implications","year":2012,"lang":"en","type":"article","venue":"Journal of Beijing Normal University","topic":"Science Education and Perceptions","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Context (archaeology); Science education; Public awareness of science; China; Natural (archaeology); Sociology; Ivory tower; Engineering ethics; Science communication; Psychology; Political science; Pedagogy; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.1236316230747795,"gpt":0.4367478543888169,"spread":0.3131162313140374,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008981558,0.00003439651,0.0000764693,0.0002736698,0.0002245929,0.00001116414,0.0002004463,0.00003223694,0.0008747643],"category_scores_gemma":[0.00008221745,0.00003377672,0.00003709712,0.00040205,0.0002051417,0.0005989583,0.00005428498,0.00020286,0.00003712544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005387014,"about_ca_system_score_gemma":0.00006698215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000111286,"about_ca_topic_score_gemma":0.000004597621,"domain_scores_codex":[0.9993317,0.0001194812,0.0001248147,0.00006578762,0.0001701902,0.000188006],"domain_scores_gemma":[0.9991021,0.0001276704,0.0001175654,0.00009868717,0.0003803803,0.000173623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002149205,0.00112026,0.8027641,0.00002914105,0.00006190347,0.00001071603,0.02265854,0.000007162952,0.03057859,0.1144712,0.01402621,0.01405728],"study_design_scores_gemma":[0.0002429869,0.00005952451,0.9723675,0.00001105599,0.00001211134,0.0001084312,0.006626769,0.000005120186,0.00009482676,0.00004385601,0.02038821,0.0000396213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886675,0.000169678,0.0006878086,0.0006317614,0.0004901414,0.00003727718,0.000008261653,0.000003056253,0.00930452],"genre_scores_gemma":[0.9971108,0.00003791396,0.00120153,0.00001928691,0.0001126256,7.439107e-8,4.29093e-7,0.00000190959,0.001515422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1696034,"threshold_uncertainty_score":0.9578056,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2376776860","doi":"","title":"Transformation of TV Dissemination Ideas in China","year":2001,"lang":"en","type":"article","venue":"Journal of Beijing Normal University","topic":"Asian Culture and Media Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"China; Channel (broadcasting); Transformation (genetics); Mass media; Telecommunications; Unit (ring theory); Advertising; Political science; Media studies; Sociology; Computer science; Business; Psychology; Mathematics education; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.007771721225738832,"gpt":0.2566571900867344,"spread":0.2488854688609956,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000428912,0.00003138207,0.00009866255,0.0001207314,0.000126377,0.000004225905,0.00008960651,0.0000372416,0.00002755788],"category_scores_gemma":[0.00007204363,0.00002958053,0.00005318129,0.0002470027,0.00006006066,0.0005893862,0.00000691183,0.00009651391,5.639948e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001018567,"about_ca_system_score_gemma":0.000055633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002330009,"about_ca_topic_score_gemma":0.0009605821,"domain_scores_codex":[0.9995019,0.00005624222,0.0001298467,0.0000265278,0.0001995562,0.00008591501],"domain_scores_gemma":[0.9996451,0.00003351254,0.0001625825,0.00001925483,0.00009896368,0.00004055451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000495696,0.0002832662,0.3674307,0.00005031515,0.00008464263,0.0002246802,0.5446144,0.0002103325,0.001087522,0.02027221,0.002067585,0.06317868],"study_design_scores_gemma":[0.001062758,0.0001640878,0.7293904,0.0002495807,0.00007594995,0.0000186821,0.1964345,0.00002965392,0.0003425273,0.0003271165,0.07176578,0.0001389133],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.931376,0.00005271335,0.0005772138,0.001058483,0.000109408,0.00003560037,8.697738e-7,0.000003142297,0.06678654],"genre_scores_gemma":[0.998717,0.0005336381,0.0001016078,0.000005126828,0.00006148905,1.342488e-8,4.290013e-7,9.124595e-7,0.0005797924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3619598,"threshold_uncertainty_score":0.1206259,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2366186246","doi":"","title":"An Empirical Study of Mutual Fund Herding","year":2010,"lang":"en","type":"article","venue":"Journal of Beijing Normal University","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","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":"Herding; Mutual fund; Quarter (Canadian coin); Economics; Econometrics; Imperfect; Financial economics; Business; Absolute deviation; Actuarial science; Finance; Statistics; Geography; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.04262324370493691,"gpt":0.247989589248827,"spread":0.2053663455438901,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005648426,0.00007845935,0.0002915427,0.0002590072,0.0001202893,0.00002717724,0.0002690609,0.00006760001,0.0001614312],"category_scores_gemma":[0.00004066221,0.00008587395,0.00009260238,0.0001703802,0.0000584582,0.0008016421,0.00004462145,0.000312164,0.000005623087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000394756,"about_ca_system_score_gemma":0.00003860565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001194284,"about_ca_topic_score_gemma":0.00008576114,"domain_scores_codex":[0.9992999,0.00002228805,0.0003762742,0.0001105906,0.00005488982,0.0001360204],"domain_scores_gemma":[0.9991023,0.00003473259,0.000565791,0.0001348701,0.00007329621,0.00008902127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001527734,0.0006265691,0.9793038,0.00000930334,0.00005795945,0.00005716759,0.001444806,0.00008676035,0.00033255,0.01731219,0.0002814622,0.0003346992],"study_design_scores_gemma":[0.001342228,0.001609434,0.9789709,0.00001059982,0.00002421985,0.00002073576,0.004633539,0.0003479297,0.00005773442,0.0008282106,0.01199246,0.0001619768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853874,0.00002448898,0.0001710779,0.0000546168,0.0004780062,0.00004757781,0.000009311554,0.000005441789,0.01382203],"genre_scores_gemma":[0.9992386,0.00001393117,0.0004507165,0.00002358056,0.0001295526,2.74434e-8,4.600689e-7,0.000005391989,0.0001377525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01648398,"threshold_uncertainty_score":0.3501838,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2362985959","doi":"","title":"Ancient Local Chronicles and Its Association with Modern Social Survey","year":2013,"lang":"en","type":"article","venue":"Journal of Beijing Normal University","topic":"Philippine History and Culture","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":"China; History; Period (music); History of China; Accidental; General Social Survey; Quarter (Canadian coin); Phenomenon; Ancient history; Sociology; Social science; Archaeology; Aesthetics; Philosophy; Epistemology","retraction":null,"screen_n_in":null,"score":{"opus":0.0138303526979456,"gpt":0.2063163888090366,"spread":0.192486036111091,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006956747,0.00004995566,0.0001086884,0.00004285076,0.0006796611,0.00002979625,0.0001146769,0.00007824396,0.0000706434],"category_scores_gemma":[0.00005181805,0.00004503572,0.00003649372,0.0001343848,0.00008026823,0.0007802792,0.00002228595,0.0001828069,0.000003504258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006638581,"about_ca_system_score_gemma":0.0002026091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005013457,"about_ca_topic_score_gemma":0.002321317,"domain_scores_codex":[0.9991793,0.0002035349,0.00008095303,0.00006134539,0.0003188509,0.0001560058],"domain_scores_gemma":[0.9992293,0.00004161596,0.0002259959,0.00002001639,0.0003844343,0.00009866735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000856866,0.0005911085,0.7104642,0.00007913963,0.0005888508,0.0001946088,0.1929751,0.001407576,0.004339821,0.008378294,0.05354556,0.02657879],"study_design_scores_gemma":[0.001206099,0.0001928623,0.9318334,0.00003606809,0.00007575435,0.0000113944,0.009787424,0.0003989257,0.00007704256,0.0001032587,0.05605387,0.000223904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960476,0.000140043,0.0003155242,0.0004719851,0.00008709328,0.00004076135,0.000003897524,0.000007899808,0.00288516],"genre_scores_gemma":[0.9986491,0.00003409912,0.00002327301,0.00006621377,0.0001266572,3.136424e-8,6.783302e-7,0.000002111002,0.001097865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2213691,"threshold_uncertainty_score":0.5227472,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2388535847","doi":"","title":"A Survey of Chinese Teaching in Canadian Secondary Schools","year":2001,"lang":"en","type":"article","venue":"Journal of Beijing 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":"Mathematics education; Teaching method; Sociology; Pedagogy; Medical education; Psychology; Medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.01769783498796734,"gpt":0.2932565784353027,"spread":0.2755587434473353,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001396294,0.00004384267,0.0001199391,0.0002177564,0.0002152008,0.00001809464,0.0002090591,0.00005111236,0.0001118585],"category_scores_gemma":[0.0007950782,0.00004140475,0.000048419,0.0003244817,0.00004454948,0.0005127229,0.00001446492,0.000342766,0.00000199709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004610921,"about_ca_system_score_gemma":0.0011274,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8669029,"about_ca_topic_score_gemma":0.9533076,"domain_scores_codex":[0.9991748,0.0002891282,0.0001469974,0.00004506496,0.0001599613,0.0001839881],"domain_scores_gemma":[0.9992322,0.00006080652,0.0001642887,0.00004012844,0.0002311811,0.0002714195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002372538,0.00002889836,0.9839622,0.000001879169,0.000009463675,0.00005309925,0.01412662,0.00004909558,0.00002272008,0.000271108,0.0006227322,0.0008284765],"study_design_scores_gemma":[0.0002865705,0.0000132873,0.9388978,0.00002093459,0.000003994377,0.000008470814,0.01137475,0.00001070083,7.438086e-7,0.000007257493,0.0493294,0.00004611925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743819,0.00003169986,0.000002222176,0.0009244403,0.0002913129,0.00003170897,0.000008095408,0.000002643506,0.02432602],"genre_scores_gemma":[0.9990787,0.00004880821,0.0001334791,0.00007186279,0.0000463778,7.755654e-9,0.000001806476,0.000001376648,0.0006175887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08640466,"threshold_uncertainty_score":0.199996,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2360569501","doi":"","title":"On the Four Paradigms in Higher Education Researches","year":2002,"lang":"en","type":"article","venue":"Journal of Beijing Normal University","topic":"Higher Education and Teaching Methods","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":"Paradigm shift; Sign (mathematics); Quarter (Canadian coin); Higher education; Sociology; Political science; Pedagogy; Mathematics education; Social science; Epistemology; Psychology; Geography; Philosophy; Law; Archaeology","retraction":null,"screen_n_in":null,"score":{"opus":0.1431138556539176,"gpt":0.2978943078252798,"spread":0.1547804521713622,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001017841,0.00005075556,0.00007667633,0.0002425065,0.0001404479,0.00005455512,0.0006716873,0.00003041991,0.0001972848],"category_scores_gemma":[0.00008313054,0.00003824903,0.00005284366,0.0003877744,0.0000281213,0.0004635718,0.00005532331,0.0004005449,0.00001873707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001576028,"about_ca_system_score_gemma":0.00009707359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002053957,"about_ca_topic_score_gemma":0.00000246108,"domain_scores_codex":[0.9990159,0.0004278367,0.0001162956,0.00007927137,0.0002363807,0.0001243101],"domain_scores_gemma":[0.9991622,0.000381456,0.0001264026,0.0001822349,0.00007304649,0.00007464292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00004227448,0.0007551037,0.03003168,0.00001117112,0.00003795109,0.0001144447,0.006088783,0.0004515795,0.0001518976,0.8838881,0.0317407,0.0466863],"study_design_scores_gemma":[0.000941221,0.0003493186,0.656213,0.0001847654,0.00001622082,0.0001334379,0.0008467505,0.003895536,0.0001869548,0.007891652,0.3290486,0.0002925193],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9046311,0.0000807934,0.00927276,0.03444861,0.001199603,0.00006096202,2.528715e-7,0.00001768341,0.0502882],"genre_scores_gemma":[0.9846416,0.00001829948,0.006664264,0.0003681549,0.00009223406,6.456496e-8,4.726516e-8,0.000002130626,0.008213239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8759965,"threshold_uncertainty_score":0.2160131,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2348749121","doi":"","title":"Hume's Utility Theory of Virtue","year":2008,"lang":"en","type":"article","venue":"Journal of Beijing Normal University","topic":"Indian History and Philosophy","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"ASTER","funders":"","keywords":"Virtue; Judgement; Meaning (existential); Epistemic virtue; Epistemology; Value (mathematics); Function (biology); Philosophy; Character (mathematics); Quality (philosophy); Property (philosophy); Computer science; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.03562260102470064,"gpt":0.1704135773849548,"spread":0.1347909763602542,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000311444,0.00006474363,0.0001681183,0.000143459,0.0004130045,0.000004941584,0.0001866833,0.00003294258,0.001129175],"category_scores_gemma":[0.0000155825,0.00006203451,0.0001668535,0.00003053928,0.0003708537,0.0004309085,0.0000267923,0.0002057154,0.000008923611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004830219,"about_ca_system_score_gemma":0.00008064839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002301454,"about_ca_topic_score_gemma":0.00001636446,"domain_scores_codex":[0.9994377,0.00009722991,0.0001762071,0.00005065731,0.0001509213,0.00008732409],"domain_scores_gemma":[0.9993107,0.00006702874,0.0002811903,0.00008614528,0.0001955956,0.00005934271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002111469,0.000520077,0.02131112,0.0001077848,0.0003343732,0.00113812,0.1609183,0.00004920003,0.0002563112,0.8061721,0.005524948,0.00155625],"study_design_scores_gemma":[0.00156908,0.0007538651,0.02103347,0.00010507,0.0001832502,0.0002518725,0.007045236,0.00001192411,0.0005714534,0.005044624,0.9631,0.0003301671],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8706137,0.00006139137,0.00007995022,0.00003634149,0.0003858466,0.00001995328,0.00001689499,0.000006305571,0.1287796],"genre_scores_gemma":[0.9965324,0.00001365072,0.00004659499,0.00004689979,0.0003108785,6.199273e-9,6.757496e-7,0.000003536596,0.003045358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.957575,"threshold_uncertainty_score":0.9997839,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}