{"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":"de424916dbf0","filters":{"venue":"International Journal of Combinatorial Optimization Problems and Informatics."}},"results":[{"id":"W4412379410","doi":"10.61467/2007.1558.2025.v16i3.746","title":"Current Revision of Prompt Engineering in Business Operations","year":2025,"lang":"en","type":"article","venue":"International Journal of Combinatorial Optimization Problems and Informatics.","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Current (fluid); Computer science; Business; Engineering; Engineering management; Electrical engineering","authors":[{"name":"Ana Ximena Halabi Echeverry","is_ca":true},{"name":"Juan C. Aldana‐Bernal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008199859482673096,"gpt":0.231546468717572,"spread":0.2233466092348989,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004086226,0.00009639774,0.0002270211,0.0009112576,0.00003441536,0.0002178139,0.0002208644,0.00004349829,0.00001436754],"category_scores_gemma":[0.0003036126,0.00008329802,0.00004556056,0.0006695832,0.00001950678,0.001896258,0.00008667244,0.0001159533,7.07077e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003001626,"about_ca_system_score_gemma":0.00006695408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004947281,"about_ca_topic_score_gemma":0.000001413835,"domain_scores_codex":[0.9986128,0.000004024699,0.0009668762,0.00005246348,0.0002879277,0.00007594706],"domain_scores_gemma":[0.997278,0.00001898131,0.0004563289,0.00005773526,0.002180902,0.000008007016],"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":[0.00002502612,0.00009519146,0.001383249,0.0003313264,0.00003557986,3.825886e-7,0.00009248972,0.9572191,0.00001222483,0.03494164,0.00006957124,0.005794207],"study_design_scores_gemma":[0.00167753,0.00000863497,0.0005626715,0.001349136,0.00004296361,0.000001981316,0.00003940221,0.9881814,0.00002628402,0.001972752,0.006040077,0.00009718529],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1721735,0.001150109,0.8172374,0.002183518,0.00551992,0.0003475654,0.00000285097,0.00003497538,0.001350161],"genre_scores_gemma":[0.9943232,0.0007684909,0.004537406,0.00008694691,0.0002502596,0.000002364691,0.0000184601,0.000006612443,0.000006269253],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8221496,"threshold_uncertainty_score":0.3396795,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415089351","doi":"10.61467/2007.1558.2025.v16i4.948","title":"An exploratory analysis of hazardous substances registered in the Mexican Pollutant Releases and Transfers Register in the State of Tamaulipas","year":2025,"lang":"en","type":"article","venue":"International Journal of Combinatorial Optimization Problems and Informatics.","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","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":"Pollutant; Hazardous waste; Hazardous air pollutants; Christian ministry; Exploratory analysis; Agency (philosophy)","authors":[{"name":"Hugo G. Reyes‐Anastacio","is_ca":false},{"name":"Jaqueline Calderón","is_ca":false},{"name":"María Esther Bautista-Vargas","is_ca":false},{"name":"Santiago Gómez-Carpizo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0107496102864323,"gpt":0.2501691699029684,"spread":0.2394195596165361,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001199505,0.00009225948,0.000253819,0.0003322778,0.00002758309,0.00006728456,0.0004486576,0.00003512021,0.00002324261],"category_scores_gemma":[0.0001068799,0.00005693268,0.00005229109,0.0006512823,0.0002010527,0.0007970729,0.00002714274,0.0001277727,7.697061e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006483327,"about_ca_system_score_gemma":0.00004713324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007354283,"about_ca_topic_score_gemma":0.0001506028,"domain_scores_codex":[0.9982094,0.0001404902,0.0009807695,0.0000611447,0.0005135651,0.0000946657],"domain_scores_gemma":[0.9990555,0.0001200985,0.0006169364,0.0001414363,0.00003560024,0.000030416],"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":[0.0009443146,0.0007568719,0.02587663,0.00006779541,0.0007701469,0.00002048555,0.124274,0.7968751,0.0007712288,0.003844797,0.0001410832,0.04565762],"study_design_scores_gemma":[0.01717725,0.003004544,0.4231153,0.001138987,0.001126542,0.0001331225,0.03522287,0.477345,0.002461819,0.03696703,0.001476223,0.0008313315],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912525,0.0001624477,0.006379563,0.0009273962,0.0002912215,0.000215564,0.00004846224,0.000002545161,0.0007203069],"genre_scores_gemma":[0.9986327,0.0005945637,0.0005487984,0.0002042822,0.0000084372,0.000001791956,0.000001708284,0.000003082702,0.000004690782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3972386,"threshold_uncertainty_score":0.2321647,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}