{"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":"fdca2fef550e","filters":{"venue":"Journal of Wuhan Institute of Shipbuilding Technology"}},"results":[{"id":"W2364784253","doi":"","title":"On Employment-oriented Education Mechanism of Canadian Community College","year":2012,"lang":"en","type":"article","venue":"Journal of Wuhan Institute of Shipbuilding 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; Operability; Mechanism (biology); Maturity (psychological); Community service; Function (biology); Service (business); Social needs; Index (typography); Business; Public relations; Engineering management; Marketing; Economic growth; Sociology; Pedagogy; Engineering; Computer science; Political science; Economics; World Wide Web","authors":[{"name":"Lu Bin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03868918641729751,"gpt":0.3229081245465761,"spread":0.2842189381292786,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007858059,0.0002988865,0.00009485654,0.001957252,0.005031256,0.002545273,0.001130532,0.0008237039,0.01705358],"category_scores_gemma":[0.002157918,0.0002028668,0.0003636133,0.001566197,0.001400196,0.001056623,0.001447274,0.000656002,0.001246963],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02556658,"about_ca_system_score_gemma":0.05166451,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8692744,"about_ca_topic_score_gemma":0.8776504,"domain_scores_codex":[0.9983233,0.0001016132,0.00003658838,0.0001600039,0.0006054041,0.0007731836],"domain_scores_gemma":[0.9986205,0.0000517868,0.00005613277,0.00004683484,0.0005444958,0.00068021],"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":[0.000321265,0.0005448624,0.163799,0.0002839158,0.00003028025,0.001678587,0.01576599,0.003048106,0.007125859,0.466498,0.04486493,0.2960391],"study_design_scores_gemma":[0.0001590007,0.0002073271,0.4305327,0.0003226712,0.00007870526,0.000855896,0.02378641,0.009921586,0.005302993,0.02456425,0.5040208,0.0002476008],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5038933,0.0008039602,0.00895158,0.007336799,0.0002289314,0.0006058265,0.0008585706,0.0004323981,0.4768887],"genre_scores_gemma":[0.8980602,0.0003576935,0.003273776,0.000279621,0.00001758124,0.00007034931,0.0003157792,0.00002999851,0.09759506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9744334,"threshold_uncertainty_score":0.2629908,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2366758064","doi":"","title":"The Experience and Enlightenment of Foreign Vocational Education","year":2010,"lang":"en","type":"article","venue":"Journal of Wuhan Institute of Shipbuilding 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; Enlightenment; Curriculum; Diversification (marketing strategy); Political science; Higher education; Pedagogy; Mathematics education; Engineering; Sociology; Psychology; Business; Marketing; Law","authors":[{"name":"Tan Yin-yuan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01373683910753011,"gpt":0.31757923535052,"spread":0.3038423962429899,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00300585,0.0003821777,0.0003140889,0.0007942231,0.006852995,0.005546947,0.0007240743,0.001193121,0.009991025],"category_scores_gemma":[0.003498755,0.000207642,0.0002448913,0.0008891489,0.00302111,0.00319926,0.005653013,0.00348857,0.001407488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00238184,"about_ca_system_score_gemma":0.002964555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006970641,"about_ca_topic_score_gemma":0.01578879,"domain_scores_codex":[0.9970803,0.001277359,0.00005169386,0.000136322,0.0003332223,0.001121173],"domain_scores_gemma":[0.9978424,0.0002755577,0.0002025381,0.00009730554,0.000246852,0.00133524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002578077,0.0004321245,0.02204641,0.0002866078,0.00002166793,0.004288904,0.7537365,0.0002361259,0.003018074,0.03983131,0.03074955,0.145095],"study_design_scores_gemma":[0.00000882584,0.0002508465,0.0208485,0.000217442,0.000006369163,0.002730904,0.4419626,0.0001037906,0.0006291077,0.001093814,0.5321071,0.00004070719],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8302438,0.004795507,0.0007553167,0.01152884,0.0009958416,0.00003301772,0.00007131114,0.00005878371,0.1515176],"genre_scores_gemma":[0.9144392,0.003196002,0.000284467,0.002084573,0.0001959654,0.00001291465,0.00006663422,0.00004800051,0.07967217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009991025,"threshold_uncertainty_score":0.0334233,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2354008357","doi":"","title":"The Era Characteristics of the Canadian Higher Vocational Education and its Management Innovation","year":2009,"lang":"en","type":"article","venue":"Journal of Wuhan Institute of Shipbuilding 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; Specialty; Competence (human resources); Mechanism (biology); Public relations; Political science; Economic growth; Business; Engineering management; Management; Pedagogy; Engineering; Sociology; Psychology; Economics","authors":[{"name":"Zhao Ming-an","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01927416484662029,"gpt":0.303613914328073,"spread":0.2843397494814527,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001203452,0.0002000938,0.0001756156,0.003987685,0.007754517,0.00710258,0.0008534689,0.0006017356,0.01076984],"category_scores_gemma":[0.004138953,0.0001697272,0.0002795588,0.006310811,0.003303344,0.001499646,0.00190802,0.0008733311,0.0007127733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04649726,"about_ca_system_score_gemma":0.08090939,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.908893,"about_ca_topic_score_gemma":0.9739299,"domain_scores_codex":[0.9977482,0.0001366723,0.00005188189,0.0001200616,0.0009668684,0.0009763455],"domain_scores_gemma":[0.9967502,0.0003236401,0.00032626,0.00009134506,0.00120727,0.001301288],"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":[0.0001554882,0.0001276109,0.1823729,0.0003784641,0.00004528169,0.001203311,0.06394545,0.0009685525,0.002997868,0.4834363,0.02800709,0.2363618],"study_design_scores_gemma":[0.000009884035,0.00004416152,0.641231,0.0003259701,0.00002797067,0.0004412601,0.05100301,0.0007574987,0.0005792925,0.01318825,0.2923278,0.00006396062],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3919471,0.002725965,0.001827787,0.007736162,0.0001200576,0.0001579339,0.0007500738,0.00006473176,0.5946702],"genre_scores_gemma":[0.9568714,0.001398221,0.001118644,0.0004445854,0.00002505559,0.00003926347,0.0002048166,0.0000233636,0.03987459],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.908893,"threshold_uncertainty_score":0.3373628,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}