{"meta":{"query_hash":"8067b64134b9","filters":{"venue":"Journal of Liaoning Business Vocational College"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/8067b64134b9","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Liaoning+Business+Vocational+College"},"results":[{"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.023479006675050276,"score_gpt":0.30211251867014416,"score_spread":0.2786335119950939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2365764882","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50841284,0.0010006964,0.0034847371,0.0059753004,0.0016435016,0.0028016877,0.051162537,0.0051120473,0.4204067],"genre_scores_gemma":[0.48558965,0.00050709635,0.0044804523,0.00092908955,0.00021127585,0.0008366225,0.02283535,0.00081295863,0.48379755],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99771833,0.00010812069,0.000066301494,0.00018666494,0.0009814779,0.0009391488],"domain_scores_gemma":[0.9876774,0.00021663855,0.00027872864,0.0002593254,0.0043614013,0.007206532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001492551,0.00049586175,0.00036219068,0.0031673065,0.0062156576,0.0020718046,0.0013849444,0.0006113651,0.03885576],"category_scores_gemma":[0.003160656,0.00039745288,0.000303931,0.003182526,0.00051902625,0.00038420508,0.0015751288,0.0012011268,0.008280545],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001215437,0.0007674692,0.10671162,0.00032947658,0.000026302281,0.0012820361,0.005346794,0.00081936683,0.00947674,0.0034972504,0.6143699,0.25615755],"study_design_scores_gemma":[0.000047784208,0.00019899324,0.60593635,0.000070062415,0.000009274997,0.00025476512,0.0047188494,0.0004152015,0.0023300638,0.00013169619,0.38581204,0.00007495412],"about_ca_topic_score_codex":0.74594206,"about_ca_topic_score_gemma":0.8904844,"teacher_disagreement_score":0.98634785,"about_ca_system_score_codex":0.013652154,"about_ca_system_score_gemma":0.028570399,"threshold_uncertainty_score":0.5111083},"labels":[],"label_agreement":null},{"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.03519774289128883,"score_gpt":0.3220809068763371,"score_spread":0.28688316398504826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2381240614","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99258053,0.0003722503,0.000046471636,0.00026185845,0.000012141376,0.000015084226,0.00009997405,0.0000029906544,0.0066085844],"genre_scores_gemma":[0.9977518,0.0001727248,0.000067604415,0.00007116627,0.000003458239,0.000006067141,0.00009481098,0.0000022253155,0.0018301649],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99871063,0.0001117136,0.000060968137,0.00014655515,0.0004831376,0.00048703648],"domain_scores_gemma":[0.9966664,0.00048624843,0.00027951394,0.000060844966,0.0014541729,0.0010528163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006967504,0.00015808053,0.00032246602,0.0020604352,0.0044209715,0.0012261646,0.00041513945,0.0002732745,0.003327143],"category_scores_gemma":[0.003440449,0.00015939555,0.00029723466,0.004508241,0.0009772223,0.0004842581,0.0008761169,0.00063565245,0.00013835127],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00093892287,0.00048221386,0.8571568,0.00028574586,0.00010452961,0.001271386,0.06691899,0.00037604832,0.00480448,0.00451233,0.0027205413,0.060427953],"study_design_scores_gemma":[0.000022303244,0.00010479747,0.97123456,0.00004367467,0.0000308578,0.00016569869,0.022547347,0.00015426827,0.00062027504,0.00008820759,0.0049712546,0.000016644377],"about_ca_topic_score_codex":0.92386264,"about_ca_topic_score_gemma":0.972001,"teacher_disagreement_score":0.076137364,"about_ca_system_score_codex":0.022754846,"about_ca_system_score_gemma":0.035041023,"threshold_uncertainty_score":0.16509873},"labels":[],"label_agreement":null}]}