{"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":"493266064915","filters":{"venue":"IASTED Conference on Software Engineering and Applications"}},"results":[{"id":"W69211128","doi":"","title":"Generic Approach to Internationalization of Websites","year":2004,"lang":"en","type":"article","venue":"IASTED Conference on Software Engineering and Applications","topic":"Advanced Database Systems and Queries","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Acadia University","funders":"","keywords":"Computer science; Internationalization; Software; Architecture; World Wide Web; Software engineering; Software architecture; Database; Programming language","authors":[{"name":"Tomasz Müldner","is_ca":false},{"name":"Darcy G. Benoit","is_ca":false},{"name":"Fei Wang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0198186933403256,"gpt":0.2328988481967831,"spread":0.2130801548564575,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004427169,0.0009544693,0.0009970627,0.005875652,0.002192678,0.009137264,0.002663569,0.001782653,0.008473424],"category_scores_gemma":[0.007435869,0.0008700486,0.00246291,0.007555889,0.00403971,0.01042992,0.007515876,0.003078386,0.0034148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002543084,"about_ca_system_score_gemma":0.002533837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002895291,"about_ca_topic_score_gemma":0.003054144,"domain_scores_codex":[0.9934607,0.001942509,0.0009434288,0.001380636,0.001647687,0.0006250943],"domain_scores_gemma":[0.9947961,0.0004654014,0.0004357589,0.003119149,0.0008975022,0.0002860719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004019551,0.00006798642,0.001883665,0.0002642528,0.00005722994,0.0002704358,0.002479555,0.003976002,0.002942666,0.8534691,0.0124631,0.1220858],"study_design_scores_gemma":[0.0000325909,0.00008859633,0.002114992,0.0003252441,0.0001290039,0.001123852,0.001512531,0.01933456,0.0080977,0.2394669,0.7276791,0.00009494217],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01387055,0.0007148815,0.8743612,0.0008528762,0.0003196273,0.0007106143,0.0009246421,0.00771785,0.1005277],"genre_scores_gemma":[0.1630409,0.001640392,0.7976812,0.0007044161,0.0002414489,0.0009399566,0.004393436,0.002469652,0.02888867],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.009137264,"threshold_uncertainty_score":0.02834642,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W34793965","doi":"10.1016/j.cgh.2021.11.008","title":"Personal e-moviemaker design","year":2004,"lang":"en","type":"article","venue":"IASTED Conference on Software Engineering and Applications","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Computer science","authors":[{"name":"Jinhong Shen","is_ca":false},{"name":"Seiya Miyazaki","is_ca":false},{"name":"Terumasa Aoki","is_ca":true},{"name":"Hiroshi Yasuda","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04802125812662746,"gpt":0.2976268184292316,"spread":0.2496055603026042,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00165706,0.001254165,0.001015378,0.0007711293,0.0006291233,0.002104404,0.001755338,0.001594821,0.8193278],"category_scores_gemma":[0.009208887,0.0004240466,0.0005244826,0.0008008784,0.0003705132,0.00196962,0.00216643,0.0009731764,0.5376232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003498411,"about_ca_system_score_gemma":0.0005046964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003733302,"about_ca_topic_score_gemma":0.0004689099,"domain_scores_codex":[0.999215,0.0002028934,0.00007119252,0.0002228507,0.0002080692,0.0000799503],"domain_scores_gemma":[0.9960331,0.0009506684,0.0001093037,0.001110144,0.001176963,0.0006198087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001541564,0.0003270038,0.0006624691,0.0005753908,0.00002526377,0.0001576969,0.0001571239,0.0003787357,0.003830104,0.003552977,0.6457462,0.3430455],"study_design_scores_gemma":[0.0005487155,0.0004488842,0.00146862,0.0001043103,0.00003918329,0.0002337706,0.0001341028,0.003616256,0.002881803,0.002758898,0.9877235,0.0000419555],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.0111466,0.0005529352,0.1120642,0.003142901,0.008178492,0.006970123,0.02634819,0.05485011,0.7767464],"genre_scores_gemma":[0.05145586,0.0004919113,0.0507667,0.002362414,0.0009933584,0.007452864,0.009612487,0.006848668,0.8700158],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8193278,"threshold_uncertainty_score":0.2577068,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}