{"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":"3f154ae77de6","filters":{"venue":"The Journal of the World Universities Forum"}},"results":[{"id":"W565280520","doi":"10.18848/1835-2030/cgp/v01i01/56902","title":"A Preliminary Study on Problem Based Learning and its Implementation in Architectural Education","year":2008,"lang":"en","type":"article","venue":"The Journal of the World Universities Forum","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science; Mathematics education; Psychology","authors":[{"name":"Fadzidah Abdullah","is_ca":false},{"name":"Maheran Yaman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005899409878371419,"gpt":0.2323072396141712,"spread":0.2264078297357998,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001276073,0.00005953232,0.00005731787,0.0001696206,0.0001079513,0.000005719937,0.00010125,0.000006989756,0.0000134757],"category_scores_gemma":[0.000002487533,0.00003893598,0.00001944208,0.0001726667,0.00001014524,0.00006371453,0.0000179727,0.0001864319,7.216183e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001768771,"about_ca_system_score_gemma":0.00009013731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000758018,"about_ca_topic_score_gemma":0.00004665074,"domain_scores_codex":[0.9996189,0.00005120553,0.0001111353,0.00002738732,0.000106084,0.00008526161],"domain_scores_gemma":[0.9998256,0.00004134082,0.00004988016,0.00004014215,0.00002301289,0.00002004408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0002674969,0.000391263,0.08404226,0.0001037832,0.0001657473,0.00001195592,0.09404289,0.8031002,0.0009043202,0.0008674046,0.008890246,0.007212431],"study_design_scores_gemma":[0.001897612,0.0006537378,0.7699769,0.0003849264,0.00008181175,0.0002174975,0.2084252,0.006683267,0.002792882,0.00008360058,0.008490019,0.0003126167],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979824,0.0001250056,0.00003509107,0.0009005619,0.0002030993,0.0001451003,2.627622e-7,0.00001237919,0.0005960289],"genre_scores_gemma":[0.9986846,0.000009258376,0.00008735218,0.00003953197,0.0000173008,0.000001448726,4.106246e-7,0.0000061655,0.00115396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7964169,"threshold_uncertainty_score":0.1587763,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W819419589","doi":"10.18848/1835-2030/cgp/v02i02/56578","title":"From “Text” to Context in the Teaching of World Religions","year":2009,"lang":"en","type":"article","venue":"The Journal of the World Universities Forum","topic":"Religious Education and Schools","field":"Social Sciences","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":"Context (archaeology); Sociology; History; Archaeology","authors":[{"name":"W. Marston Acres","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01344670429482048,"gpt":0.2993593390254318,"spread":0.2859126347306113,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001390627,0.00006695042,0.0001383277,0.0002038938,0.0006448453,0.00004582018,0.001229036,0.00001914602,0.0000604073],"category_scores_gemma":[0.00008838874,0.00003497963,0.0001347489,0.0005267914,0.0001423688,0.0001016085,0.00004469417,0.0004020436,0.000007192094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001943521,"about_ca_system_score_gemma":0.0002406298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002599147,"about_ca_topic_score_gemma":0.007891542,"domain_scores_codex":[0.9984474,0.000707745,0.0002320079,0.00004629929,0.0003768849,0.0001897042],"domain_scores_gemma":[0.9987797,0.0006017172,0.0002641089,0.0002239747,0.00007362361,0.00005690911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001083471,0.00003545082,0.0012485,6.276958e-7,0.00002484043,0.000002510469,0.1447921,0.0002404358,0.00007523639,0.1827877,0.6684927,0.002191494],"study_design_scores_gemma":[0.0003159875,0.00005718983,0.007824051,0.0002029057,0.00006011792,0.000004065764,0.6096705,0.000005327108,0.00008212352,0.06266671,0.3190199,0.00009122607],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5032762,0.0003826116,0.00003118258,0.3059036,0.0005200053,0.0001617002,0.000003693395,0.000005755186,0.1897153],"genre_scores_gemma":[0.965952,0.00007285283,0.00005762012,0.004930346,0.0001773749,1.295851e-7,1.502975e-7,0.000002790904,0.02880671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4648784,"threshold_uncertainty_score":0.4959694,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}