{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003278283,0.0002465173,0.0006729967,0.001360659,0.0001593327,0.0000298467,0.001505271,0.0004089909,0.000004535104],"category_scores_gemma":[0.002859873,0.0001679207,0.00008169993,0.003242152,0.0003296988,0.001053306,0.0001468478,0.001687997,5.329093e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001467823,"about_ca_system_score_gemma":0.002580616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008070009,"about_ca_topic_score_gemma":0.0000377661,"domain_scores_codex":[0.9968774,0.0007082911,0.001347112,0.0002174571,0.0005868292,0.0002629162],"domain_scores_gemma":[0.995546,0.0005045166,0.002093253,0.0005557552,0.001224815,0.00007563811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006999006,0.005164569,0.5993415,0.00004735703,0.0001970389,0.000007632884,0.09333586,0.001061163,0.003267349,0.264533,0.0001559581,0.03281863],"study_design_scores_gemma":[0.007518602,0.004715676,0.4171165,0.001170615,0.0001793883,0.0008987022,0.498735,0.001390754,0.0137965,0.0495081,0.003816473,0.001153721],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854501,0.0004149372,0.008948035,0.0009899605,0.001009078,0.0004374596,0.000007381866,0.00002135405,0.002721668],"genre_scores_gemma":[0.9548085,0.000009230037,0.04486277,0.00006921355,0.0001968579,0.0000161407,0.000002273401,0.00001066529,0.00002438037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4053991,"threshold_uncertainty_score":0.73336,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001551928,0.00005870533,0.0001737818,0.000142392,0.00008974193,0.000004637283,0.0005683647,0.0002121526,0.000008949311],"category_scores_gemma":[0.0003243515,0.00003256367,0.00003702805,0.0003314562,0.000138013,0.0002213757,0.000120758,0.0005061576,1.363934e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006204627,"about_ca_system_score_gemma":0.0001077359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003086816,"about_ca_topic_score_gemma":0.00001530402,"domain_scores_codex":[0.9992524,0.00008711345,0.0003151066,0.00008092615,0.0001805508,0.00008393764],"domain_scores_gemma":[0.9988758,0.0001109158,0.0005907383,0.0002079188,0.0001792833,0.00003534976],"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":[0.0001213263,0.001238981,0.1240346,0.00006556541,0.0002460793,0.00004897183,0.008521733,0.0005275045,0.04281637,0.5672087,0.0007937361,0.2543764],"study_design_scores_gemma":[0.002025968,0.001639324,0.8555334,0.002513512,0.0001187554,0.00018147,0.008855334,0.0001739923,0.07856351,0.002743411,0.04723995,0.000411325],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9633931,0.0001220957,0.02931662,0.00580283,0.0003439619,0.00007269448,3.905602e-7,0.00001127918,0.0009370609],"genre_scores_gemma":[0.9812098,0.00001992268,0.01853901,0.00001478716,0.0000185987,6.884851e-8,5.631955e-8,0.000001881737,0.0001958863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7314988,"threshold_uncertainty_score":0.2199031,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001434883,0.00005553468,0.0001732234,0.0008804819,0.00001778292,0.00000250343,0.0000912787,0.0002081984,0.00001434565],"category_scores_gemma":[0.00003436275,0.00005648207,0.00001292857,0.0002124286,0.0001313786,0.0001763745,0.00002960635,0.0002570861,1.086282e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004899965,"about_ca_system_score_gemma":0.00009104854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001295981,"about_ca_topic_score_gemma":0.0001235831,"domain_scores_codex":[0.9995092,0.000005948717,0.0002864372,0.00003095052,0.0000788761,0.00008864178],"domain_scores_gemma":[0.999557,0.00000620286,0.0002036254,0.00005703576,0.0001245029,0.00005160671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001681663,0.0002617463,0.3850542,0.002169122,0.000899764,0.0001536397,0.004683736,0.07088082,0.01507437,0.3618692,0.004297861,0.1544873],"study_design_scores_gemma":[0.007101836,0.00127539,0.7531051,0.006325408,0.0008981868,0.001338079,0.01143516,0.02576088,0.06239846,0.002050071,0.1269711,0.001340372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943315,0.0002130252,0.003189862,0.0001083427,0.0002353381,0.00002971374,0.00001111188,0.000006658994,0.001874435],"genre_scores_gemma":[0.993659,0.0004617584,0.005784524,0.000007957105,0.00002091766,1.749329e-7,7.463822e-7,0.000003527261,0.00006140627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3680509,"threshold_uncertainty_score":0.2303272,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008764109,0.00006013303,0.0001698285,0.0002393882,0.0002181171,0.00002153261,0.0003146702,0.0003366623,0.00002183121],"category_scores_gemma":[0.002612661,0.00004999802,0.00001578946,0.001019403,0.0005256443,0.0003917417,0.00002453627,0.0007486123,3.24274e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002752123,"about_ca_system_score_gemma":0.002792312,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02142781,"about_ca_topic_score_gemma":0.07442044,"domain_scores_codex":[0.9988354,0.0001103711,0.0005211716,0.00007926752,0.0003313317,0.0001224177],"domain_scores_gemma":[0.9982562,0.0002256474,0.0009492259,0.0001115004,0.0004113858,0.00004606113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002400144,0.0003462207,0.743242,0.00003281176,0.00007286098,0.000007639277,0.004462061,0.0002348734,0.001361092,0.1256507,0.01332309,0.1112427],"study_design_scores_gemma":[0.000400617,0.0001432369,0.3378105,0.0002817528,0.00004401449,0.00006570129,0.01005777,0.000007965117,0.0010436,0.002338935,0.64766,0.0001458981],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9263555,0.000590797,0.00001551678,0.0691905,0.0006163069,0.00008828553,0.000001458152,0.000007396492,0.003134178],"genre_scores_gemma":[0.998063,0.0001826375,0.001263867,0.00001995518,0.0001619483,0.000002919002,6.179773e-7,0.000003590535,0.0003014421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6343369,"threshold_uncertainty_score":0.9850886,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}