{"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":"f2bc378b8eea","filters":{"venue":"Journal of Qingdao Technical College"}},"results":[{"id":"W2380208035","doi":"","title":"Further Discussion on the Relationship between House Prices and Land Prices——Comparative Empirical Research Based on the Data of Jinan and Qingdao","year":2010,"lang":"en","type":"article","venue":"Journal of Qingdao Technical College","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); House price; Land price; Agricultural economics; Economics; Econometrics; Empirical research; Economy; Geography; Statistics; Mathematics","authors":[{"name":"Guo Hong-xia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3543802054766074,"gpt":0.3934004546118395,"spread":0.03902024913523211,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00103546,0.0001491837,0.000330974,0.001209637,0.0008105796,0.001012472,0.0003503467,0.0002214506,0.005911282],"category_scores_gemma":[0.001574086,0.00007386674,0.0005257649,0.003563669,0.0003335512,0.001068999,0.0003102699,0.0005074355,0.0001626931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001047982,"about_ca_system_score_gemma":0.0009473707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04976644,"about_ca_topic_score_gemma":0.09152127,"domain_scores_codex":[0.9996799,0.0001063068,0.00002952636,0.0000456132,0.00007215298,0.00006652751],"domain_scores_gemma":[0.9987155,0.0005436717,0.0003461207,0.00006285833,0.0002337605,0.00009816707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001724516,0.0001817097,0.8540981,0.0005932783,0.0003661086,0.001672291,0.005932552,0.002458809,0.003171822,0.04483178,0.01802145,0.06849962],"study_design_scores_gemma":[0.000007084766,0.00005919796,0.9546558,0.00007279285,0.00006171996,0.0001133513,0.00318178,0.001345575,0.000665226,0.001656079,0.03815614,0.00002527324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9545761,0.00554266,0.002288557,0.009864454,0.0002788162,0.00003354071,0.003975654,0.00002349242,0.02341665],"genre_scores_gemma":[0.9874026,0.0020952,0.001323363,0.0008065017,0.0002089944,0.00001975769,0.002916465,0.00000878138,0.005218315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04976644,"threshold_uncertainty_score":0.09895355,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2374163911","doi":"","title":"The Comparative Study on the Mode of Curriculum Development of Higher Vocational Education in China and Canada","year":2010,"lang":"en","type":"article","venue":"Journal of Qingdao Technical College","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; Curriculum; China; Mode (computer interface); Curriculum development; Mathematics education; Political science; Pedagogy; Sociology; Psychology; Computer science","authors":[{"name":"Peng Hai-tao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02233500380845074,"gpt":0.3591701105149846,"spread":0.3368351067065339,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009330169,0.0001360021,0.0001731957,0.003276751,0.003225782,0.001769739,0.0005429211,0.0002261901,0.002694584],"category_scores_gemma":[0.003559778,0.0001905639,0.0002203383,0.00541361,0.0008885094,0.0006431214,0.001161481,0.0004781106,0.0001056962],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0283331,"about_ca_system_score_gemma":0.06129383,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8859399,"about_ca_topic_score_gemma":0.9614332,"domain_scores_codex":[0.9984157,0.0002174367,0.00005031833,0.00009832684,0.0005321321,0.0006860773],"domain_scores_gemma":[0.9972861,0.0003034902,0.0001957058,0.000055367,0.001178538,0.0009809104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002562853,0.0001559428,0.6194109,0.0004632156,0.00007811655,0.0008892116,0.09185596,0.001268869,0.004942802,0.0336007,0.006885303,0.2401928],"study_design_scores_gemma":[0.00001288725,0.00004151321,0.9410123,0.0001462958,0.00001769277,0.0001283383,0.03585006,0.0005585842,0.000555566,0.0003939523,0.02125573,0.00002705962],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690628,0.0004779747,0.0003018847,0.0008170935,0.00001200198,0.00003901776,0.0002184495,0.00001599171,0.02905472],"genre_scores_gemma":[0.9932333,0.0004452508,0.0004026795,0.00006608186,0.000002020728,0.00001849405,0.0001215334,0.000005441199,0.005705233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9716669,"threshold_uncertainty_score":0.2294636,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2365018906","doi":"","title":"Characteristics and the Inspiration of Practical Teaching in Northwest Community College of Canada——A Case Study of Its Culinary Art Program","year":2012,"lang":"en","type":"article","venue":"Journal of Qingdao Technical College","topic":"Ideological and Political Education","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":"Curriculum; Vocational education; Training (meteorology); China; Community college; Function (biology); Mathematics education; Sociology; Political science; Psychology; Medical education; Pedagogy; Geography; Medicine","authors":[{"name":"Yue Hua","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06234829745841619,"gpt":0.3896148830193352,"spread":0.327266585560919,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001006572,0.0002255032,0.0001809114,0.0008324487,0.02300026,0.004144051,0.001479624,0.001112644,0.005830133],"category_scores_gemma":[0.002027149,0.0002210218,0.000179078,0.001483666,0.006767267,0.0009739251,0.002550433,0.001931112,0.0003235506],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04144945,"about_ca_system_score_gemma":0.05394687,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8795602,"about_ca_topic_score_gemma":0.969625,"domain_scores_codex":[0.9984017,0.000474566,0.00002346373,0.00009829996,0.0003212268,0.0006807575],"domain_scores_gemma":[0.997886,0.0002397596,0.0001020438,0.00005993105,0.0003113955,0.001400862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009879117,0.0006300812,0.06206558,0.0001775901,0.00001295151,0.01469124,0.7408764,0.0008385117,0.003270129,0.06942037,0.01948663,0.08843178],"study_design_scores_gemma":[0.00001281188,0.00005566098,0.04251878,0.0001226281,0.000008710572,0.00196392,0.7701719,0.000941164,0.0006654017,0.001328361,0.182173,0.00003767421],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9081067,0.0002371719,0.0008307854,0.003978719,0.00004620596,0.0001125774,0.00005487894,0.00002199471,0.08661105],"genre_scores_gemma":[0.9804688,0.0001765145,0.0007511998,0.0002884257,0.000006024179,0.00001800858,0.00002370034,0.00001530982,0.01825201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9585506,"threshold_uncertainty_score":0.3007383,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2360794673","doi":"","title":"Competency-Based Education Mode of Northwest Community College of Canada and its Significance to Qingdao Technical College","year":2008,"lang":"en","type":"article","venue":"Journal of Qingdao Technical College","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":"Mode (computer interface); Ideal (ethics); Mathematics education; Sociology; Work (physics); Engineering management; Engineering; Engineering ethics; Political science; Psychology; Computer science; Mechanical engineering; Law","authors":[{"name":"Peng Hai-tao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02933020132637223,"gpt":0.3383602083479176,"spread":0.3090300070215454,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007846708,0.0001040316,0.00008194409,0.0009058141,0.003462793,0.001795273,0.0005114672,0.0001855246,0.003631495],"category_scores_gemma":[0.002543051,0.00009606613,0.00009359003,0.001049597,0.001352695,0.0006770003,0.001380809,0.0004827662,0.0001110942],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0143436,"about_ca_system_score_gemma":0.03999523,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7825948,"about_ca_topic_score_gemma":0.9073303,"domain_scores_codex":[0.9989896,0.0001387041,0.00003221914,0.00006986892,0.0003567546,0.0004127638],"domain_scores_gemma":[0.9966938,0.000243019,0.000228927,0.00008220546,0.0009266373,0.001825314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000109351,0.000223409,0.6201113,0.0001183336,0.00001584374,0.0008524428,0.07090214,0.0004407913,0.004193214,0.05371791,0.006344361,0.2429708],"study_design_scores_gemma":[0.00001395727,0.0000832072,0.8282277,0.0001390928,0.00001035397,0.000461342,0.09380014,0.001438249,0.0008486188,0.003261592,0.07165288,0.00006292284],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9349596,0.0002218734,0.00107608,0.002456961,0.00001968351,0.00005712883,0.000127333,0.00002765485,0.06105365],"genre_scores_gemma":[0.9940672,0.00007968151,0.0005455852,0.00006004355,0.000002104309,0.000009378517,0.00002874526,0.000004499694,0.005202698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9856564,"threshold_uncertainty_score":0.4373711,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2347812330","doi":"","title":"Enlightenment of the ESL Teaching of Northwest Community College in Canada to the English Teaching of Higher Vocational College in China","year":2008,"lang":"en","type":"article","venue":"Journal of Qingdao Technical College","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":"Enlightenment; Vocational education; Teaching and learning center; Mathematics education; College English; China; Teaching method; Communicative language teaching; Communicative competence; Language education; Pedagogy; Sociology; Psychology; Geography; Philosophy; Archaeology","authors":[{"name":"Ming Guo-ying","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02196494547454034,"gpt":0.2856844023559907,"spread":0.2637194568814504,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001315567,0.0002714319,0.000203859,0.0008205731,0.01278461,0.002297312,0.0007039708,0.0006424237,0.0111369],"category_scores_gemma":[0.001376669,0.0001767878,0.0002607703,0.001102797,0.001633457,0.0008421784,0.001854096,0.001657239,0.0006573403],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03525307,"about_ca_system_score_gemma":0.08306514,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9190409,"about_ca_topic_score_gemma":0.9759912,"domain_scores_codex":[0.9988905,0.0001353807,0.00002079242,0.00009276673,0.0003269986,0.0005335868],"domain_scores_gemma":[0.9963504,0.0000789511,0.0000654623,0.00003812906,0.0009289135,0.002538086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003435222,0.0004834572,0.07904917,0.0007212671,0.00003433543,0.005457338,0.1631137,0.0008799143,0.02023168,0.02252663,0.3232872,0.3838718],"study_design_scores_gemma":[0.0000198177,0.0000668252,0.08690247,0.0001919392,0.00001273673,0.0006466784,0.07845163,0.0004065211,0.001853817,0.0005871845,0.8308074,0.00005289148],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6916131,0.006797237,0.003484135,0.1502709,0.004002039,0.0003659407,0.0004170373,0.000206654,0.142843],"genre_scores_gemma":[0.6198596,0.004188939,0.003079377,0.01583852,0.0004266759,0.00006465817,0.0002340901,0.00007650141,0.3562317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.964747,"threshold_uncertainty_score":0.2557802,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}