{"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":"35bd6470c824","filters":{"venue":"Revue LJEE"}},"results":[{"id":"W2887403919","doi":"","title":"RESUME :Les barrages réservoirs sont souvent confrontés à deux problèmes fondamentaux,le premier se rapporte à la maîtrise des crues qui peuvent présentées des risques de submersion du barrage et le deuxième problème se rapporte à la perte de la capa","year":2015,"lang":"fr","type":"article","venue":"Revue LJEE","topic":"Transboundary Water Resource Management","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":"Political science; Humanities; Art","authors":[{"name":"Loïc Fauchon","is_ca":false},{"name":"Mekki Messahel","is_ca":false},{"name":"Mohamed-Said Benhafid","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05057113971584277,"gpt":0.3092243610540323,"spread":0.2586532213381895,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.009004536,0.001109352,0.001182371,0.0003963542,0.001686343,0.001251224,0.00134485,0.0007784606,0.000210741],"category_scores_gemma":[0.0003752045,0.001156427,0.0007452693,0.0006296822,0.004057381,0.001427402,0.0005325912,0.0009708913,0.00006761443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002152451,"about_ca_system_score_gemma":0.003389317,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02739076,"about_ca_topic_score_gemma":0.01034294,"domain_scores_codex":[0.9873835,0.006405489,0.001225146,0.001415743,0.001133006,0.002437129],"domain_scores_gemma":[0.9960904,0.000549698,0.0006667814,0.0008766378,0.0003303134,0.001486223],"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":[0.0009985778,0.004497448,0.1578356,0.005457648,0.001911221,0.002070804,0.7003911,0.008024549,0.003466642,0.02928066,0.06031094,0.02575477],"study_design_scores_gemma":[0.005055529,0.0006193618,0.01748659,0.003031466,0.001087142,0.0003136388,0.130667,0.002444967,0.003052758,0.02386676,0.8103035,0.002071308],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9048696,0.01355056,0.005417997,0.03208221,0.0005345001,0.003177575,0.0001300892,0.0006377157,0.03959978],"genre_scores_gemma":[0.9627671,0.006700077,0.008475347,0.0002692807,0.0004947392,0.0005874741,0.00008193547,0.0002483166,0.02037576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7499925,"threshold_uncertainty_score":0.9997856,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}