{"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":"3be09daa2fe5","filters":{"venue":"Computer education"}},"results":[{"id":"W2387099971","doi":"","title":"An Exploration about Content Fundamentals of Computer Technology","year":2010,"lang":"en","type":"article","venue":"Computer education","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Selection (genetic algorithm); Mathematics education; Computer science; Similarity (geometry); China; Teaching method; Course (navigation); Content (measure theory); Engineering; Psychology; Artificial intelligence; Mathematics; Political science","authors":[{"name":"Guo Jian","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06524034746365542,"gpt":0.371348591079502,"spread":0.3061082436158465,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002955536,0.0001717432,0.0001405388,0.002435728,0.0008276327,0.001819306,0.0002422425,0.0002870491,0.005256268],"category_scores_gemma":[0.00221153,0.0001188362,0.0001971788,0.004577246,0.0005594618,0.003234047,0.0004434932,0.0004951823,0.0004642039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001971469,"about_ca_system_score_gemma":0.001932957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008005312,"about_ca_topic_score_gemma":0.01419552,"domain_scores_codex":[0.9997304,0.00005785719,0.00001025443,0.00003580525,0.000128311,0.0000372988],"domain_scores_gemma":[0.9990172,0.0006057181,0.00006588751,0.00002927343,0.0002203856,0.00006148043],"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":[0.000187877,0.0002371043,0.07714611,0.001353405,0.00003219924,0.001824466,0.04656063,0.001260017,0.01568916,0.1358493,0.02253086,0.6973289],"study_design_scores_gemma":[0.00001127289,0.0002199671,0.2665148,0.001206755,0.00007719459,0.003661662,0.0392505,0.00459573,0.005743037,0.04232095,0.6363435,0.00005464778],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6775553,0.01802713,0.01913057,0.006010792,0.0004046659,0.0001535852,0.0007717971,0.0001464425,0.2777997],"genre_scores_gemma":[0.9145016,0.02378179,0.011544,0.0009783143,0.0001820501,0.0000560188,0.0008627248,0.00007699669,0.04801662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008005312,"threshold_uncertainty_score":0.01758397,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2370295497","doi":"","title":"Education of Canadian Institute in Compute Technology and the Enlightenment to Chinese Education——Taking British Columbia Institute of Technology(BCIT) as the example","year":2008,"lang":"en","type":"article","venue":"Computer education","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; International education; Comparative education; Chinese education; Mathematics education; Political science; Engineering management; Engineering ethics; Sociology; Pedagogy; Higher education; Engineering; China; Psychology; Law","authors":[{"name":"SU Chun-yan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.016924514667987,"gpt":0.2840134058483926,"spread":0.2670888911804056,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001167022,0.0002627877,0.0001392717,0.001061241,0.0106927,0.005911447,0.0004258677,0.000981522,0.01572411],"category_scores_gemma":[0.002323693,0.0001585012,0.0001569135,0.001314801,0.003186552,0.001466839,0.002142874,0.001928041,0.001079067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03193028,"about_ca_system_score_gemma":0.0794771,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7665825,"about_ca_topic_score_gemma":0.8985015,"domain_scores_codex":[0.9985876,0.0001551914,0.00002133488,0.00007700004,0.0005001496,0.0006587912],"domain_scores_gemma":[0.9972506,0.000139443,0.00006953663,0.00006961412,0.0007274759,0.001743322],"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":[0.00006089697,0.00007138621,0.01405757,0.00012383,0.000009922413,0.0004347633,0.008336708,0.000272024,0.001297855,0.4320875,0.356174,0.1870735],"study_design_scores_gemma":[0.000005013908,0.00001800112,0.01704939,0.00008640801,0.000004913453,0.0001430994,0.004413027,0.0001509968,0.0005986584,0.00619221,0.9713171,0.00002125783],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04783634,0.004589273,0.002011931,0.1399563,0.001866578,0.00007513523,0.000193463,0.0001058122,0.8033652],"genre_scores_gemma":[0.4838618,0.005913595,0.003064578,0.007082254,0.0002888295,0.00003363628,0.000160435,0.00005196782,0.4995429],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2334175,"threshold_uncertainty_score":0.4695843,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2367374844","doi":"","title":"Teaching Experience in a Canada's University","year":2010,"lang":"en","type":"article","venue":"Computer education","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":"China; Sociology; Higher education; Range (aeronautics); Mathematics education; Teaching philosophy; Pedagogy; Library science; Engineering ethics; Media studies; Computer science; Engineering; Political science; Psychology","authors":[{"name":"Can Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01523542155865253,"gpt":0.2933866410018863,"spread":0.2781512194432337,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001411127,0.0002145792,0.0003278602,0.0009041693,0.02136138,0.003885678,0.001084386,0.0008872355,0.007410361],"category_scores_gemma":[0.003248316,0.0002020828,0.0002781882,0.002176269,0.003165878,0.0009324921,0.002109693,0.001382716,0.0007333079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04636639,"about_ca_system_score_gemma":0.06469578,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9165741,"about_ca_topic_score_gemma":0.9809983,"domain_scores_codex":[0.9979626,0.0003872272,0.00004638107,0.0001392129,0.0005925415,0.0008720536],"domain_scores_gemma":[0.99237,0.0005734231,0.000199729,0.00007390747,0.00199576,0.004787291],"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":[0.000459741,0.0007401633,0.09479722,0.0003136073,0.00005290675,0.004891353,0.7042657,0.001050398,0.004522928,0.01278743,0.06020292,0.1159158],"study_design_scores_gemma":[0.00003659676,0.0003750887,0.09051215,0.0002674119,0.00004502011,0.001412105,0.6757612,0.0007384467,0.002277161,0.0004664299,0.2279521,0.0001562757],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9429138,0.0009624379,0.0002877492,0.003902791,0.0001498186,0.00003786071,0.0002351416,0.00006788288,0.05144254],"genre_scores_gemma":[0.9814675,0.000641697,0.0003356914,0.0007219484,0.00001756001,0.000009396534,0.00008906482,0.0000230233,0.01669419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08342588,"threshold_uncertainty_score":0.3364133,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}