{"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":"fdc60229e882","filters":{"venue":"Journal of Architectural Education in Institutions of Higher Learning"}},"results":[{"id":"W2356965862","doi":"","title":"The Research on the Curriculum Reform of Personnel Cultivation That Integrates English and Civil Engineering","year":2008,"lang":"en","type":"article","venue":"Journal of Architectural Education in Institutions of Higher Learning","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":"Curriculum; Engineering; Engineering management; Civil engineering; Engineering ethics; Political science; Sociology; Pedagogy","authors":[{"name":"Deng Zhiheng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07253324864791658,"gpt":0.3698668748177578,"spread":0.2973336261698413,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002126245,0.0001481845,0.0001167389,0.000730084,0.0007628759,0.001043233,0.0003505502,0.0002225572,0.002308216],"category_scores_gemma":[0.005060399,0.00008278654,0.0001570391,0.001144573,0.00112345,0.001284049,0.0008202376,0.0005232136,0.0002069106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003670636,"about_ca_system_score_gemma":0.007674927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005152354,"about_ca_topic_score_gemma":0.006820533,"domain_scores_codex":[0.9990317,0.0005537689,0.00003100616,0.00009864436,0.0001687295,0.0001161601],"domain_scores_gemma":[0.9978927,0.001022194,0.0003222766,0.0001418445,0.0003219142,0.0002991473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001096823,0.0005417879,0.06051086,0.0006850444,0.00001806963,0.00009227019,0.01455314,0.004279828,0.00522504,0.4523981,0.004513117,0.4570731],"study_design_scores_gemma":[0.0001666552,0.001823829,0.4196853,0.001336492,0.0001015065,0.0004773311,0.02675968,0.02781308,0.01413338,0.1266984,0.380915,0.00008942335],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7662781,0.002779036,0.07187091,0.00916743,0.0002445385,0.0002919035,0.00008059279,0.0001132858,0.1491743],"genre_scores_gemma":[0.9780818,0.0009198725,0.01130442,0.0003887004,0.00006262384,0.0001051923,0.00004670474,0.00001434712,0.009076401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005152354,"threshold_uncertainty_score":0.02663243,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2386759444","doi":"","title":"Research on the construction of immersion teaching environment of building construction technology course","year":2013,"lang":"en","type":"article","venue":"Journal of Architectural Education in Institutions of Higher Learning","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":"Construct (python library); Building construction; Course (navigation); Immersion (mathematics); Class (philosophy); Engineering; Teaching method; Computer science; Mathematics education; Artificial intelligence; Psychology; Mathematics","authors":[{"name":"Xiaoli Yan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01474853929220933,"gpt":0.3078781730528904,"spread":0.2931296337606811,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008503809,0.0001691601,0.0001324887,0.001376487,0.001184671,0.001953231,0.0004892561,0.0002480628,0.004129181],"category_scores_gemma":[0.003622536,0.0001416925,0.0002966334,0.001095664,0.0008360641,0.001529888,0.0009888111,0.0003801008,0.0002362063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003089342,"about_ca_system_score_gemma":0.005743596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01561169,"about_ca_topic_score_gemma":0.01921502,"domain_scores_codex":[0.9987499,0.0003616502,0.00004756294,0.0001467637,0.0004446231,0.0002496661],"domain_scores_gemma":[0.9982351,0.0005036989,0.0002424317,0.00006569211,0.0004850733,0.0004680902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002868697,0.0005637301,0.4122913,0.0008968607,0.00004997991,0.001371579,0.07485032,0.002612896,0.02344975,0.06957257,0.003403114,0.4106511],"study_design_scores_gemma":[0.00003320393,0.0005500236,0.8291882,0.000386585,0.00009018408,0.001031011,0.08941919,0.008320545,0.009185433,0.007125326,0.05457661,0.00009357908],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9434735,0.0005022511,0.01490152,0.0004814837,0.00003647794,0.0001479119,0.0001011966,0.00006549924,0.04029014],"genre_scores_gemma":[0.9925911,0.0002699975,0.004073916,0.00002039182,0.000008596464,0.0000404662,0.0000535407,0.00001144686,0.002930441],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01561169,"threshold_uncertainty_score":0.03104162,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}