{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"5971ff71b168","filters":{"venue":"Journal of Nanjing Institute of Industry Technology"}},"results":[{"id":"W2382097495","doi":"","title":"Study of Chinese-foreign Collaborative Bilingual Teaching Mode in the Context of Chinese-foreign Collaborative Vocational Education","year":2012,"lang":"en","type":"article","venue":"Journal of Nanjing Institute of Industry Technology","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":"Vocational education; Context (archaeology); Foreign language; Joint (building); Mathematics education; Mode (computer interface); Pedagogy; Political science; Sociology; Psychology; Engineering; Computer science; Geography","authors":[{"name":"Jinbai Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02634864908695051,"gpt":0.373775554995021,"spread":0.3474269059080705,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001389942,0.0001508932,0.0002475971,0.0008055338,0.008283137,0.003516483,0.000611549,0.0006956271,0.00424347],"category_scores_gemma":[0.00202128,0.0001282916,0.0001370052,0.001115473,0.003035835,0.002490245,0.001917802,0.001141201,0.0002025983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005299687,"about_ca_system_score_gemma":0.006077019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02518071,"about_ca_topic_score_gemma":0.06622706,"domain_scores_codex":[0.9989005,0.0005808461,0.00001972102,0.0001034981,0.0001078888,0.0002874736],"domain_scores_gemma":[0.9983689,0.0006428711,0.0001832464,0.00004814136,0.0001334688,0.000623353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001244435,0.0003697583,0.0451232,0.0001570912,0.000008866386,0.004032728,0.7947055,0.0001172345,0.001154308,0.1255358,0.002101675,0.02656932],"study_design_scores_gemma":[0.00002356023,0.00006868674,0.03186063,0.0001056382,0.00001262827,0.000731637,0.9377332,0.0005826664,0.0004076181,0.003543292,0.02491513,0.00001538376],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.95033,0.0004499702,0.0008967085,0.001538438,0.00004064702,0.00003137749,0.00001232626,0.000005278887,0.04669524],"genre_scores_gemma":[0.9961833,0.0001944517,0.0002699537,0.00009725276,0.00000886314,0.00001277858,0.000006301111,0.000003710936,0.003223307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02518071,"threshold_uncertainty_score":0.05006826,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2393301134","doi":"","title":"Discussions on the Property of University of Toronto's Student Work and Its Revelation","year":2007,"lang":"en","type":"article","venue":"Journal of Nanjing Institute of Industry Technology","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":"Revelation; Property (philosophy); Work (physics); Engineering; Mathematics education; Computer science; Sociology; Psychology; Art; Mechanical engineering; Epistemology; Philosophy; Literature","authors":[{"name":"WU Zheng-lin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03707786589115229,"gpt":0.3153862236237804,"spread":0.2783083577326281,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007171071,0.0004299677,0.0004645707,0.0008331764,0.01795475,0.008915646,0.001391051,0.007895909,0.006171346],"category_scores_gemma":[0.0132483,0.0004750266,0.0005263474,0.002006491,0.03546381,0.007833484,0.003478497,0.008078924,0.0003122143],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03711103,"about_ca_system_score_gemma":0.01000603,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2329106,"about_ca_topic_score_gemma":0.2546711,"domain_scores_codex":[0.9951155,0.00238634,0.0001651608,0.0004022175,0.0009729979,0.0009577696],"domain_scores_gemma":[0.9827688,0.01293751,0.001084061,0.0007139472,0.001218549,0.001277112],"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":[0.00001722358,0.000002725494,0.0002074841,0.00003517433,0.000002707285,0.0002681651,0.04216953,0.0001039601,0.0001264055,0.9481071,0.007466651,0.001492808],"study_design_scores_gemma":[0.00003427174,0.00006008026,0.004150562,0.0003904357,0.00001897581,0.0005684915,0.06677569,0.0007872576,0.000971303,0.2803527,0.6457689,0.0001213471],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07219104,0.02072005,0.01571217,0.4320414,0.002546256,0.00006167956,0.0002364749,0.0000883835,0.4564026],"genre_scores_gemma":[0.9650499,0.00367443,0.00125069,0.007719649,0.0008227558,0.00002669867,0.00002910274,0.00003715527,0.02138966],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.962889,"threshold_uncertainty_score":0.4631098,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2356362247","doi":"","title":"Characteristics and Reference of Financial Management and Internal Audit of Canadian Universities","year":2012,"lang":"en","type":"article","venue":"Journal of Nanjing Institute of Industry Technology","topic":"Evaluation and Optimization Models","field":"Engineering","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":"Accounting; Internal audit; Business; Audit; Finance","authors":[{"name":"Mao Cheng-yin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02316724703754449,"gpt":0.2318520674531855,"spread":0.208684820415641,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004864228,0.0003903573,0.0004303411,0.01427137,0.005684354,0.005387967,0.001717768,0.0006618372,0.003565288],"category_scores_gemma":[0.05366585,0.000308197,0.0004204517,0.030165,0.001312917,0.001286819,0.001996114,0.000956713,0.000450886],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09513785,"about_ca_system_score_gemma":0.1120259,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9781717,"about_ca_topic_score_gemma":0.9807534,"domain_scores_codex":[0.9852218,0.001101114,0.0008338387,0.0007816787,0.009028555,0.003032924],"domain_scores_gemma":[0.9102654,0.006990063,0.01076558,0.001871132,0.05897846,0.01112937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002280433,0.00007530029,0.7829695,0.0002548594,0.00005059146,0.0002836643,0.01060945,0.001369206,0.0005085711,0.02340623,0.0285823,0.1516623],"study_design_scores_gemma":[0.000005180128,0.00002784702,0.9384293,0.0001747927,0.00002616811,0.0002079323,0.005583351,0.0007941845,0.0003877337,0.0005609714,0.0537333,0.00006931569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8432186,0.008769414,0.002180829,0.008336547,0.0002688128,0.00021313,0.01002354,0.0002612237,0.1267278],"genre_scores_gemma":[0.9849285,0.001713005,0.0009608797,0.0002819592,0.00004013199,0.00003125706,0.002061869,0.00003917435,0.009943104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9781717,"threshold_uncertainty_score":0.6902766,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2358793342","doi":"","title":"The Way of Collaboration in Hightr Vocational and Technical Education Between China & Canada","year":2002,"lang":"en","type":"article","venue":"Journal of Nanjing Institute of Industry Technology","topic":"Higher Education Learning Practices","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":"Vocational education; China; Political science; Engineering management; Engineering ethics; Engineering; Sociology; Public relations; Pedagogy; Law","authors":[{"name":"Yihua Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0183977067868585,"gpt":0.3352856145767101,"spread":0.3168879077898517,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002552724,0.0002199565,0.0003078734,0.002136008,0.02423463,0.008594821,0.0008380157,0.001239065,0.005701351],"category_scores_gemma":[0.004091706,0.0002622233,0.0002948424,0.006260761,0.006913395,0.002188423,0.005659257,0.001335915,0.0002098749],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06650871,"about_ca_system_score_gemma":0.1776598,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9596542,"about_ca_topic_score_gemma":0.9854336,"domain_scores_codex":[0.9933961,0.00164906,0.0001265573,0.0004506273,0.001627134,0.00275047],"domain_scores_gemma":[0.9952552,0.0008063585,0.0003160562,0.0001418341,0.0009891433,0.002491435],"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":[0.0001953364,0.00006369964,0.05950343,0.0003254827,0.00005133648,0.002015959,0.272779,0.001293296,0.001295258,0.4891592,0.02193321,0.1513848],"study_design_scores_gemma":[0.00006459336,0.00008283344,0.1138432,0.0005962,0.00005232941,0.0006574432,0.3002028,0.001491585,0.0008307786,0.03127766,0.5507152,0.0001852949],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.570678,0.007815798,0.00509643,0.02432085,0.000338635,0.0001073744,0.0002766516,0.000111889,0.3912543],"genre_scores_gemma":[0.9848077,0.0008790981,0.001024531,0.0004399041,0.00001259938,0.00002441637,0.00003052648,0.00001148126,0.01276977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9334913,"threshold_uncertainty_score":0.4825567,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}