{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"8067b64134b9","filters":{"venue":"Journal of Liaoning Business Vocational College"}},"results":[{"id":"W2381240614","doi":"","title":"Contrast study on mathematics teaching in higher vocational education between Canada and China","year":2005,"lang":"en","type":"article","venue":"Journal of Liaoning Business Vocational 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; Contrast (vision); Mathematics education; China; Higher education; Teaching method; Pedagogy; Sociology; Mathematics; Political science; Computer science; Economic growth; Economics","authors":[{"name":"WU Hui-jiang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03519774289128883,"gpt":0.3220809068763371,"spread":0.2868831639850483,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006967504,0.0001580805,0.000322466,0.002060435,0.004420971,0.001226165,0.0004151395,0.0002732745,0.003327143],"category_scores_gemma":[0.003440449,0.0001593956,0.0002972347,0.004508241,0.0009772223,0.0004842581,0.0008761169,0.0006356525,0.0001383513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02275485,"about_ca_system_score_gemma":0.03504102,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9238626,"about_ca_topic_score_gemma":0.972001,"domain_scores_codex":[0.9987106,0.0001117136,0.00006096814,0.0001465551,0.0004831376,0.0004870365],"domain_scores_gemma":[0.9966664,0.0004862484,0.0002795139,0.00006084497,0.001454173,0.001052816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009389229,0.0004822139,0.8571568,0.0002857459,0.0001045296,0.001271386,0.06691899,0.0003760483,0.00480448,0.00451233,0.002720541,0.06042795],"study_design_scores_gemma":[0.00002230324,0.0001047975,0.9712346,0.00004367467,0.0000308578,0.0001656987,0.02254735,0.0001542683,0.000620275,0.00008820759,0.004971255,0.00001664438],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925805,0.0003722503,0.00004647164,0.0002618585,0.00001214138,0.00001508423,0.00009997405,0.000002990654,0.006608584],"genre_scores_gemma":[0.9977518,0.0001727248,0.00006760441,0.00007116627,0.000003458239,0.000006067141,0.00009481098,0.000002225315,0.001830165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07613736,"threshold_uncertainty_score":0.1650987,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2365764882","doi":"","title":"Feature of graduation project in BCIT of Canada","year":2005,"lang":"en","type":"article","venue":"Journal of Liaoning Business Vocational 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":"Graduation (instrument); Schedule; Feature (linguistics); China; Selection (genetic algorithm); Engineering management; Mathematics education; Medical education; Computer science; Operations research; Political science; Engineering; Psychology; Artificial intelligence; Law; Medicine","authors":[{"name":"Wang Pei-bin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02347900667505028,"gpt":0.3021125186701442,"spread":0.2786335119950939,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001492551,0.0004958618,0.0003621907,0.003167307,0.006215658,0.002071805,0.001384944,0.0006113651,0.03885576],"category_scores_gemma":[0.003160656,0.0003974529,0.000303931,0.003182526,0.0005190262,0.0003842051,0.001575129,0.001201127,0.008280545],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01365215,"about_ca_system_score_gemma":0.0285704,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7459421,"about_ca_topic_score_gemma":0.8904844,"domain_scores_codex":[0.9977183,0.0001081207,0.00006630149,0.0001866649,0.0009814779,0.0009391488],"domain_scores_gemma":[0.9876774,0.0002166386,0.0002787286,0.0002593254,0.004361401,0.007206532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001215437,0.0007674692,0.1067116,0.0003294766,0.00002630228,0.001282036,0.005346794,0.0008193668,0.00947674,0.00349725,0.6143699,0.2561575],"study_design_scores_gemma":[0.00004778421,0.0001989932,0.6059363,0.00007006242,0.000009274997,0.0002547651,0.004718849,0.0004152015,0.002330064,0.0001316962,0.385812,0.00007495412],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5084128,0.001000696,0.003484737,0.0059753,0.001643502,0.002801688,0.05116254,0.005112047,0.4204067],"genre_scores_gemma":[0.4855897,0.0005070964,0.004480452,0.0009290896,0.0002112759,0.0008366225,0.02283535,0.0008129586,0.4837976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9863479,"threshold_uncertainty_score":0.5111083,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}