{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"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":"4171d0657af2","filters":{"venue":"Al-Ryada Journal for Computational Intelligence & Technology"}},"results":[{"id":"W4403357045","doi":"10.21608/ajcit.2024.309281.1002","title":"Intelligent Waterproofing System","year":2024,"lang":"en","type":"article","venue":"Al-Ryada Journal for Computational Intelligence & Technology","topic":"Water Systems and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Sciencetech (Canada)","funders":"","keywords":"Waterproofing; Computer science; Engineering; Civil engineering","authors":[{"name":"Azar Tolouee","is_ca":true},{"name":"Touraj BaniRostam","is_ca":false},{"name":"Golnar Ali Moghaddam","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01423692334960237,"gpt":0.2596140316423741,"spread":0.2453771082927718,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003118904,0.0002170777,0.0002346412,0.0006843329,0.0001920593,0.0002524604,0.0003091858,0.0001662222,0.00002777335],"category_scores_gemma":[0.00002304536,0.0001900571,0.0001353338,0.0004938988,0.00005538561,0.0002492666,0.00003978823,0.000372102,0.0001307083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003177283,"about_ca_system_score_gemma":0.00005350924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004445936,"about_ca_topic_score_gemma":0.000007060024,"domain_scores_codex":[0.9985256,0.00001600904,0.0006461865,0.0002422677,0.0002143055,0.0003556171],"domain_scores_gemma":[0.9993896,0.0001180746,0.0000543149,0.0001275039,0.0002322423,0.00007824817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000005190158,0.000007626292,0.00001855596,0.0001915019,0.0001181799,0.00004351864,0.0001562972,0.9133457,0.00008240117,0.05743285,0.005411977,0.0231862],"study_design_scores_gemma":[0.00004191063,0.00009024351,0.000002706536,0.0004140071,0.00002411698,0.001342553,0.0003761152,0.9168587,0.0054409,0.02362451,0.05156605,0.0002181425],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002649482,0.004060525,0.9864097,0.0007781375,0.004258676,0.0002833137,0.00001343085,0.001067676,0.0004791218],"genre_scores_gemma":[0.9825063,0.0001121689,0.01667056,0.00004508618,0.0002474754,0.00005729248,0.00002302071,0.00006130314,0.0002767844],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9798568,"threshold_uncertainty_score":0.7750303,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}