{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"ed296d5927ca","filters":{"venue":"Revista Científica Multidisciplinar G-nerando"}},"results":[{"id":"W4404648637","doi":"10.60100/rcmg.v5i2.355","title":"Mejora continua en empresas de agua potable a través del modelado de procesos: caso de estudio EP-EMAPAR","year":2024,"lang":"es","type":"article","venue":"Revista Científica Multidisciplinar G-nerando","topic":"Business Strategies and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dillon Consulting","funders":"","keywords":"Humanities; Potable water; Political science; Environmental science; Geology; Philosophy; Environmental engineering","authors":[{"name":"Julia Anabela Cedeño Carrera","is_ca":false},{"name":"Juan Francisco Dillon","is_ca":true},{"name":"Bolívar Alexis Ricaurte Coto","is_ca":false},{"name":"Daicy Paola Arias Salazar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01611582570078465,"gpt":0.273060775116996,"spread":0.2569449494162114,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002645646,0.001009954,0.001147234,0.0007453619,0.001134356,0.004877788,0.00088162,0.0005254716,0.0002883864],"category_scores_gemma":[0.0004039563,0.0009295077,0.0004653962,0.002800729,0.0002371618,0.002430873,0.0005802229,0.0009151009,0.0003572638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006152483,"about_ca_system_score_gemma":0.0006520213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000626417,"about_ca_topic_score_gemma":0.00005957381,"domain_scores_codex":[0.9944279,0.0001495125,0.001379781,0.001438889,0.0007703281,0.001833545],"domain_scores_gemma":[0.9975435,0.0002240173,0.0005459239,0.000776576,0.0007655643,0.0001444332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.005155358,0.006863968,0.1225164,0.1102154,0.003980642,0.003634538,0.03094269,0.08183064,0.1309051,0.2901919,0.1312295,0.08253378],"study_design_scores_gemma":[0.004604922,0.0001126318,0.02414712,0.005742159,0.001433066,0.0001301248,0.003208949,0.7733379,0.0004529766,0.001083462,0.1837082,0.002038498],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9425615,0.01548722,0.02752721,0.002825345,0.0007932649,0.001922249,0.0000979402,0.0006615716,0.008123704],"genre_scores_gemma":[0.9892875,0.001591737,0.001635847,0.0003567913,0.003202571,0.0002532432,0.0002014895,0.0002317655,0.003239079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6915073,"threshold_uncertainty_score":0.9993156,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401446687","doi":"10.60100/rcmg.v5i2.263","title":"Enriquecimiento de masas batidas livianas con pulverizado de frutilla.","year":2024,"lang":"es","type":"article","venue":"Revista Científica Multidisciplinar G-nerando","topic":"Plant Surface Properties and Treatments","field":"Agricultural and Biological 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":"Continental (Canada)","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"J.M Salazar","is_ca":false},{"name":"Erika Dayana Sañudo Cañar","is_ca":false},{"name":"Carlos Andrés Acosta Escobar","is_ca":false},{"name":"Wilson Vladimir Chicaiza Morales","is_ca":false},{"name":"Aurys Arelys De Freitas García","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01896770272560204,"gpt":0.2629797268640972,"spread":0.2440120241384951,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001008335,0.0007922378,0.0008411125,0.00009964025,0.0009741898,0.001886181,0.0006943912,0.0004238521,0.001324116],"category_scores_gemma":[0.000149378,0.0003730586,0.0005825516,0.0009067353,0.0002616771,0.0003580086,0.000449797,0.0005258214,0.0009888026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005092528,"about_ca_system_score_gemma":0.0001535944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003417768,"about_ca_topic_score_gemma":0.00009452092,"domain_scores_codex":[0.9951673,0.0004920457,0.000803022,0.001362731,0.0006343662,0.001540595],"domain_scores_gemma":[0.9981332,0.0005176141,0.0001999596,0.0003294818,0.0001163065,0.0007034449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001712507,0.002720097,0.1156396,0.002918178,0.001419029,0.002581673,0.007820617,0.0007881998,0.71684,0.01178744,0.01517663,0.120596],"study_design_scores_gemma":[0.002553055,0.00164499,0.0923598,0.00510373,0.0008078573,0.0003801812,0.001640039,0.04348351,0.009981718,0.0003484094,0.839226,0.002470694],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9674371,0.02247717,0.0001068899,0.004184159,0.0005603866,0.001057859,0.0009747691,0.0003570722,0.002844561],"genre_scores_gemma":[0.9829664,0.007788839,0.0003293518,0.0001367963,0.0006283858,0.00008272411,0.000299005,0.00002402057,0.00774447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8240494,"threshold_uncertainty_score":0.9998721,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399068050","doi":"10.60100/rcmg.v5i1.228","title":"Comparativa de métodos químicos en la estabilización de suelos Cohesivos (Arcillosos): Cal, Cloruro de Calcio y Sulfato de Calcio (Yeso)","year":2024,"lang":"es","type":"article","venue":"Revista Científica Multidisciplinar G-nerando","topic":"Soil Science and Environmental Management","field":"Agricultural and Biological 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":"Humanities; Chemistry; Physics; Art","authors":[{"name":"Jéssica Tatiana Fiallos Condo","is_ca":false},{"name":"Daicy Paola Arias Salazar","is_ca":false},{"name":"Byron René Córdova Cruz","is_ca":false},{"name":"M. Condò","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01655068069407937,"gpt":0.291908275865857,"spread":0.2753575951717776,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003182471,0.0009186993,0.0009692071,0.0001411257,0.001218776,0.001629483,0.001348056,0.0005173279,0.0008774522],"category_scores_gemma":[0.0003442773,0.0005166248,0.0006581513,0.001304591,0.0009426072,0.0004692681,0.0008972154,0.0008821521,0.0005368925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001689379,"about_ca_system_score_gemma":0.0002560704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001000703,"about_ca_topic_score_gemma":0.0002162743,"domain_scores_codex":[0.9925563,0.001490762,0.001009394,0.001698047,0.000986844,0.002258702],"domain_scores_gemma":[0.9964652,0.001683906,0.0002343593,0.000452513,0.00005814648,0.001105853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009502391,0.00325897,0.2662793,0.001981362,0.0004330507,0.001776226,0.0152402,0.004587919,0.6147221,0.01319728,0.0174132,0.06016021],"study_design_scores_gemma":[0.003309886,0.001486966,0.406628,0.003085539,0.0008842507,0.0004769518,0.009647731,0.1283943,0.01467372,0.0008691534,0.4272237,0.003319801],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849279,0.003402279,0.00101972,0.006856853,0.0002726622,0.001491781,0.0003880806,0.0002915901,0.001349113],"genre_scores_gemma":[0.9932082,0.00285634,0.0006562343,0.0003944977,0.0007270894,0.0002322548,0.0001498685,0.00003146008,0.001744108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6000484,"threshold_uncertainty_score":0.9997286,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}