{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"fde712d27e36","filters":{"venue":"Journal of Hubei Radio & Television University"}},"results":[{"id":"W2380838183","doi":"","title":"Inspirations from the Practice Teaching Mold of Overseas Undergraduate Accounting Major","year":2011,"lang":"en","type":"article","venue":"Journal of Hubei Radio & Television University","topic":"Reflective Practices in 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":"Accounting; Period (music); Mathematics education; Psychology; Business; Physics","authors":[{"name":"Jiang Rui-hon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03282188509433201,"gpt":0.327016673686907,"spread":0.294194788592575,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002459542,0.0004401863,0.000238774,0.0009557501,0.005021874,0.005132577,0.0008459747,0.0009281713,0.004924122],"category_scores_gemma":[0.00379556,0.0002687592,0.0002747379,0.0007078241,0.005734712,0.001781461,0.003890051,0.002736164,0.0007663962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002268072,"about_ca_system_score_gemma":0.003448315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002607724,"about_ca_topic_score_gemma":0.01165415,"domain_scores_codex":[0.9978219,0.001252127,0.00004555092,0.0001891457,0.0003667025,0.0003245707],"domain_scores_gemma":[0.9970483,0.0009103186,0.0001974421,0.000252794,0.0003657747,0.001225433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001284428,0.0007258484,0.007974756,0.0001996597,0.00001155763,0.002147938,0.7539412,0.0002152839,0.009574956,0.07628236,0.01601404,0.1327839],"study_design_scores_gemma":[0.00006021415,0.0005789259,0.01471719,0.0005027884,0.00001869554,0.003145027,0.4827338,0.0009126332,0.003478946,0.02311903,0.4706706,0.00006205651],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.829544,0.002105855,0.009144789,0.01456495,0.000612325,0.0001895152,0.0000461041,0.00009970032,0.1436927],"genre_scores_gemma":[0.9380093,0.001113259,0.00726755,0.002189026,0.0001226565,0.00005157537,0.00003188458,0.0000718537,0.0511429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005132577,"threshold_uncertainty_score":0.01647282,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2386714168","doi":"","title":"Comparative Research and Insight of Credit Transfer","year":2015,"lang":"en","type":"article","venue":"Journal of Hubei Radio & Television University","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":"Lifelong learning; Transfer (computing); Government (linguistics); Business; Transfer of learning; Pedagogy; Psychology; Artificial intelligence; Computer science","authors":[{"name":"Yin Shuang-x","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2051157721331242,"gpt":0.4309273998349152,"spread":0.225811627701791,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003970301,0.0002329015,0.0004029008,0.007915244,0.001307924,0.002922158,0.001006301,0.0006497998,0.01587071],"category_scores_gemma":[0.01961332,0.00008479762,0.0003266141,0.01363291,0.00202061,0.004554777,0.00211363,0.0007001314,0.0003700613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003811141,"about_ca_system_score_gemma":0.002006216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007603066,"about_ca_topic_score_gemma":0.006224805,"domain_scores_codex":[0.9956889,0.002523336,0.0001678522,0.0003352946,0.0008171976,0.0004675053],"domain_scores_gemma":[0.9920947,0.005322229,0.000762328,0.0004063504,0.001116136,0.0002982479],"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":[0.0002386104,0.0002939408,0.09500567,0.0009189892,0.0002341437,0.0007046975,0.01187303,0.0022146,0.0003202425,0.6943823,0.005716077,0.1880977],"study_design_scores_gemma":[0.0001383195,0.0006268894,0.4648402,0.002462873,0.0004646206,0.0008673022,0.1172525,0.01232706,0.001169699,0.2129392,0.18684,0.00007144007],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6482102,0.01549577,0.005057893,0.004901391,0.0001735382,0.0001290431,0.0009263444,0.00002552772,0.3250802],"genre_scores_gemma":[0.9935145,0.002578665,0.0004738187,0.0001070297,0.00004270224,0.00003282855,0.0002202544,0.000003630345,0.003026494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01587071,"threshold_uncertainty_score":0.05309284,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2359713259","doi":"","title":"Construction of the Human Resource Management Teaching Method System Based on Competence","year":2009,"lang":"en","type":"article","venue":"Journal of Hubei Radio & Television University","topic":"Engineering Education and Curriculum Development","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":"Vocational education; Competence (human resources); Human resources; Human resource management; Teaching method; Psychology; Knowledge management; Computer science; Engineering management; Pedagogy; Engineering; Management","authors":[{"name":"Ru Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004172754691050884,"gpt":0.2023549012276286,"spread":0.1981821465365777,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003707776,0.0004583422,0.0003127231,0.002392195,0.0007741462,0.002462676,0.001036908,0.0006968158,0.005276531],"category_scores_gemma":[0.005824072,0.0004131239,0.0004869344,0.0008702057,0.0008980347,0.002267174,0.001471246,0.0009020245,0.001799128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001521855,"about_ca_system_score_gemma":0.003737156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002378104,"about_ca_topic_score_gemma":0.001790048,"domain_scores_codex":[0.9978157,0.000843785,0.0002302107,0.0004039381,0.000567753,0.000138667],"domain_scores_gemma":[0.9964463,0.001439996,0.0001980732,0.0006369587,0.000806137,0.0004726114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002042816,0.001429451,0.01656367,0.0003265573,0.0000523888,0.0005196104,0.006083577,0.009417465,0.03513683,0.06218664,0.008062486,0.8600171],"study_design_scores_gemma":[0.0006980425,0.002126287,0.04912931,0.001037924,0.0002717386,0.003560117,0.005756857,0.4497642,0.08731125,0.0748656,0.3249457,0.0005329422],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04771192,0.00006091106,0.9239576,0.000520683,0.00009551661,0.001360844,0.0001233565,0.005133457,0.02103575],"genre_scores_gemma":[0.1543562,0.00007646952,0.8345712,0.00009615386,0.0000374469,0.001142559,0.0003766007,0.0002639428,0.009079466],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005276531,"threshold_uncertainty_score":0.01960886,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}