{"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":"4d41a62354de","filters":{"venue":"Journal of Applied Water Engineering and Research"}},"results":[{"id":"W4286498637","doi":"10.1080/23249676.2022.2093794","title":"Optimal policy of hydroelectric reservoir integrated spill flow","year":2022,"lang":"en","type":"article","venue":"Journal of Applied Water Engineering and Research","topic":"Water resources management and optimization","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Hydropower; Differential evolution; Hydroelectricity; Robustness (evolution); Particle swarm optimization; Spillway; Water supply; Genetic algorithm; Mathematical optimization; Computer science; Environmental science; Engineering; Environmental engineering; Mathematics; Geotechnical engineering","authors":[{"name":"Daniel Eutyche Mbadjoun Wapet","is_ca":false},{"name":"Salomé Ndjakomo Essiane","is_ca":false},{"name":"R. Wamkeue","is_ca":true},{"name":"Dieudonné Bisso","is_ca":false},{"name":"Patrick Juvet Gnetchejo","is_ca":false},{"name":"Mohit Bajaj","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01164269056994707,"gpt":0.228921381056145,"spread":0.2172786904861979,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007404951,0.000353458,0.0004110356,0.0004491435,0.0002732213,0.000966968,0.0004333604,0.0006692015,0.002117641],"category_scores_gemma":[0.002407724,0.0002209796,0.0002202039,0.0003966136,0.0003640474,0.0006730763,0.0004094427,0.0005137114,0.0001403842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008468239,"about_ca_system_score_gemma":0.001792698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007825975,"about_ca_topic_score_gemma":0.004535907,"domain_scores_codex":[0.9997593,0.00008727857,0.00001050712,0.00004411546,0.00004079367,0.00005810281],"domain_scores_gemma":[0.9994256,0.0003056136,0.00008910564,0.00002620128,0.0001021896,0.00005119899],"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":[0.00008197563,0.00002704435,0.0004780235,0.00003354482,0.00001166142,0.00002571868,0.00001434893,0.9835989,0.0007966015,0.003918357,0.0004373464,0.01057642],"study_design_scores_gemma":[0.000008483808,0.00002110173,0.0001751957,0.000003973441,0.000003425331,0.000003500172,0.000008132388,0.9983839,0.0003989572,0.0007670479,0.0002237593,0.000002418203],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3093046,0.0003950156,0.6719832,0.0006152357,0.00008599877,0.0002127171,0.0003248827,0.0004316451,0.0166467],"genre_scores_gemma":[0.9721053,0.0000944261,0.02616798,0.00004616524,0.000007903923,0.00007487385,0.00007608182,0.0000213491,0.001405922],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007825975,"threshold_uncertainty_score":0.01556087,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3024971402","doi":"10.1080/23249676.2020.1761899","title":"A case study of the deep-sea tailings outfall in the tropical south Pacific","year":2020,"lang":"en","type":"article","venue":"Journal of Applied Water Engineering and Research","topic":"Tailings Management and Properties","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Tetra Tech (Canada)","funders":"","keywords":"Tailings; Outfall; Seabed; Geology; Environmental science; Oceanography; Environmental engineering","authors":[{"name":"Albert Tsz Yeung Leung","is_ca":true},{"name":"Aurélien Hospital","is_ca":true},{"name":"Chris Young","is_ca":true},{"name":"Daniel Potts","is_ca":true},{"name":"J.A. Stronach","is_ca":true},{"name":"Allister Thompson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0378761439017519,"gpt":0.2391395608145027,"spread":0.2012634169127508,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003243857,0.0004512809,0.000159723,0.0005069975,0.00304066,0.0009382067,0.0008931512,0.001486471,0.002708934],"category_scores_gemma":[0.0007319768,0.0001999402,0.0002458228,0.001128056,0.001072697,0.0006578094,0.0009891782,0.0005708454,0.0001697168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001938905,"about_ca_system_score_gemma":0.002544261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09546477,"about_ca_topic_score_gemma":0.3032598,"domain_scores_codex":[0.9997197,0.00007529126,0.00001565342,0.00002747203,0.00006676184,0.00009518371],"domain_scores_gemma":[0.9995621,0.000164451,0.00005808243,0.00002098263,0.00007277365,0.0001215865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0003999153,0.001222317,0.2634579,0.001212983,0.0001101252,0.4768533,0.0741294,0.03877616,0.02726765,0.008834708,0.004930676,0.102805],"study_design_scores_gemma":[0.0001103437,0.001861455,0.2620153,0.0006928897,0.0001370007,0.04180381,0.5696146,0.02804885,0.01575887,0.003624423,0.07622878,0.0001035736],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916739,0.00009384404,0.001323783,0.0002891816,0.000009563276,0.0001275388,0.0001080803,0.00001160481,0.00636255],"genre_scores_gemma":[0.9899922,0.0003433197,0.003219172,0.00006614395,0.000005143444,0.00003861359,0.00006398487,0.000009585174,0.006261676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09546477,"threshold_uncertainty_score":0.1898182,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}