{"meta":{"query_hash":"00b3ec7ce67c","filters":{"venue":"Gayana"},"cohort_total":5,"direct_labels_cover":1,"predictions_cover":5,"exported":5,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/00b3ec7ce67c","api":"https://metacan.xera.ac/api/v1/cohort?venue=Gayana"},"results":[{"id":"W1970501525","doi":"10.4067/s0717-65382014000200004","title":"Regional Cumulative Effects Monitoring Framework: Gaps and Challenges for the Biobío River Basin in South Central Chile","year":2014,"lang":"en","type":"article","venue":"Gayana","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Environment and Climate Change Canada; University of New Brunswick","funders":"Fondo de Financiamiento de Centros de Investigación en Áreas Prioritarias; Comisión Nacional de Investigación Científica y Tecnológica; Centro de Recursos Hídricos para la Agricultura y la Minería; Canadian Water Network","keywords":"Drainage basin; Geography; Structural basin; Cumulative effects; Water resource management; Environmental science; Geology; Cartography; Geomorphology; Ecology","score_opus":0.035048083634092106,"score_gpt":0.2547750449653471,"score_spread":0.21972696133125497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970501525","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99680084,0.00032731504,0.0010739085,0.0009991864,0.0002330259,0.00031043228,0.0000019787726,0.00001286604,0.00024046504],"genre_scores_gemma":[0.99818367,0.00009826467,0.0013201472,0.00016154161,0.00010790954,0.00004244637,0.0000010626203,0.000007293442,0.000077683915],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99928945,0.00006822801,0.00008665382,0.00020232282,0.00009352931,0.00025982267],"domain_scores_gemma":[0.99935573,0.00043687885,0.000039103335,0.00012008522,0.0000025594816,0.000045610475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022287626,0.00009193768,0.00010342434,0.000014812881,0.00015232654,0.000007993053,0.00010498991,0.00009649134,0.00018214245],"category_scores_gemma":[0.00008407828,0.00006452318,0.000028297154,0.000045859728,0.00022846083,0.00007172052,0.00006140912,0.0001267807,0.00008672344],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044094835,0.00009789124,0.9336645,0.000031450825,0.000017131453,0.0000038093142,0.015297913,0.0002463386,0.00014882082,0.0021048507,0.00038736998,0.047955815],"study_design_scores_gemma":[0.00032520606,0.00006418283,0.991613,0.000028210317,0.000017551823,0.0000011150855,0.0003039834,0.002557486,0.0003620651,0.0034989454,0.0011346368,0.00009364897],"about_ca_topic_score_codex":0.000074229465,"about_ca_topic_score_gemma":0.00007039236,"teacher_disagreement_score":0.05794845,"about_ca_system_score_codex":0.000045153603,"about_ca_system_score_gemma":0.0000036951903,"threshold_uncertainty_score":0.26311788},"labels":[],"label_agreement":null},{"id":"W1991017454","doi":"10.4067/s0717-65382004000200045","title":"SATELLITE FLUORESCENCE AS A MEASURE OF OCEAN SURFACE CHLOROPHYLL","year":2004,"lang":"es","type":"article","venue":"Gayana","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"North Pacific Marine Science Organization","funders":"","keywords":"Radiance; Remote sensing; Environmental science; Satellite; Fluorescence; Chlorophyll fluorescence; Chlorophyll a; Chlorophyll; Absorption (acoustics); Chemistry; Physics; Optics; Geology","score_opus":0.015293544886182026,"score_gpt":0.24340010352257743,"score_spread":0.2281065586363954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991017454","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99660844,0.0009244922,0.000030338337,0.0007776992,0.00018899495,0.00011130835,0.00002692486,0.00004156508,0.0012902283],"genre_scores_gemma":[0.99761677,0.0006696811,0.0008160835,0.00003089102,0.00011156677,3.1636932e-7,0.0000054726206,0.000024085346,0.0007251229],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9976451,0.00011522137,0.0004420182,0.00051663,0.00082019356,0.00046085153],"domain_scores_gemma":[0.99891263,0.00003275492,0.00019211789,0.00060928613,0.000031194373,0.00022199267],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048158318,0.00027142724,0.00038231476,0.00003776496,0.00014507187,0.00007576449,0.00049905415,0.00013327516,0.00024553126],"category_scores_gemma":[0.000058749243,0.00025067286,0.00023197645,0.00051804964,0.0003875221,0.00018448291,0.00016318836,0.00020683637,0.0015458484],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013495127,0.00094269944,0.31291172,0.00039139812,0.00034457576,0.00013151442,0.009665021,0.029899735,0.6252208,0.0012638649,0.00021750273,0.018876266],"study_design_scores_gemma":[0.000915033,0.00033667008,0.17533349,0.0006193879,0.0002710936,0.000011965116,0.00074642507,0.000077201694,0.81494915,0.002545795,0.003420699,0.00077311706],"about_ca_topic_score_codex":0.007023472,"about_ca_topic_score_gemma":0.000008823057,"teacher_disagreement_score":0.18972838,"about_ca_system_score_codex":0.00021516705,"about_ca_system_score_gemma":0.000042380467,"threshold_uncertainty_score":0.9999946},"labels":[],"label_agreement":null},{"id":"W1991429423","doi":"10.4067/s0717-65382004000200047","title":"USE OF AMBIENT SOUND MEASUREMENTS IN AN INTEGRATED SYSTEM FOR OCEAN MONITORING","year":2004,"lang":"es","type":"article","venue":"Gayana","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sound (geography); Environmental science; Remote sensing; Ambient noise level; Oceanography; Geology","score_opus":0.16296256139723897,"score_gpt":0.3136162575949805,"score_spread":0.15065369619774155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991429423","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99175733,0.0001657634,0.006550697,0.000027463087,0.0004886175,0.00059856457,0.0003293939,0.000026519456,0.000055655295],"genre_scores_gemma":[0.9960328,0.00002402927,0.0036961657,0.00000530493,0.00009864435,0.0000024865064,0.000091802176,0.000012331576,0.00003644989],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99786186,0.00013377072,0.0004413302,0.00035510157,0.0006509051,0.0005570534],"domain_scores_gemma":[0.9990434,0.00009858664,0.00010354062,0.00029115804,0.00025583518,0.00020747342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069369754,0.00019028634,0.00028916553,0.00031406636,0.00011232395,0.0002676564,0.00032579232,0.000114817114,0.00002612219],"category_scores_gemma":[0.00008448127,0.00016784205,0.00006159977,0.00037972088,0.00008980704,0.00041163055,0.000022559952,0.000185467,0.000023877137],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015745364,0.000109768196,0.7999382,0.0004436042,0.000045225406,0.0000138070645,0.0005951834,0.19363949,0.0028555267,0.000009812497,0.000012031525,0.0021798913],"study_design_scores_gemma":[0.00532823,0.0030665102,0.7218832,0.0033332235,0.0001916352,0.000022854378,0.0074076396,0.15999368,0.09620572,0.00058970007,0.000780591,0.0011970645],"about_ca_topic_score_codex":0.011605184,"about_ca_topic_score_gemma":0.0024958774,"teacher_disagreement_score":0.093350194,"about_ca_system_score_codex":0.00015334584,"about_ca_system_score_gemma":0.00019453686,"threshold_uncertainty_score":0.99497664},"labels":[],"label_agreement":null},{"id":"W2095344830","doi":"10.4067/s0717-65382004000200020","title":"INVERSION OF GEOACOUSTIC MODEL PARAMETERS USING SHIP NOISE","year":2004,"lang":"es","type":"article","venue":"Gayana","topic":"Underwater Acoustics Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Inversion (geology); Noise (video); Geology; Acoustics; Computer science; Seismology; Artificial intelligence; Physics","score_opus":0.06977627413800853,"score_gpt":0.27858862081013297,"score_spread":0.20881234667212445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095344830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89265585,0.00029409394,0.10526278,0.00020540929,0.0001775378,0.00023348501,0.0002761478,0.00002236988,0.00087235123],"genre_scores_gemma":[0.9761118,0.00017892818,0.023408048,0.00010161427,0.00004682313,3.8748317e-7,0.00004485117,0.000012529231,0.00009498196],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99777496,0.000084791536,0.00035283357,0.00038697087,0.00074823166,0.000652191],"domain_scores_gemma":[0.9989738,0.00013470354,0.00012014054,0.00036575767,0.000103953054,0.000301658],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038527197,0.00022433326,0.0003003578,0.00031347602,0.00018216392,0.00011442602,0.00042146194,0.00017218752,0.00026468068],"category_scores_gemma":[0.000088193716,0.00020746826,0.00011319364,0.00040733104,0.00033582715,0.0002512852,0.00006759792,0.00029973406,0.00017071104],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000069045505,0.000050970906,0.010307877,0.00024668616,0.00003766563,0.000034575736,0.00034936407,0.981687,0.0058181826,0.000024341169,0.00005100315,0.001323286],"study_design_scores_gemma":[0.0005482586,0.00016941591,0.0028565687,0.00016383348,0.00009726885,0.0000092193,0.00014287079,0.98969007,0.0027530494,0.0033247557,0.000010794826,0.00023388959],"about_ca_topic_score_codex":0.00788148,"about_ca_topic_score_gemma":0.00024083108,"teacher_disagreement_score":0.08345601,"about_ca_system_score_codex":0.0000638577,"about_ca_system_score_gemma":0.00044807055,"threshold_uncertainty_score":0.9987251},"labels":[],"label_agreement":null},{"id":"W2969665107","doi":"10.4067/s0717-65382019000100010","title":"Mucus phosphoproteins as an indirect measure of endocrine disruption in native small-bodied freshwater fish, exposed to wastewater treatment plant and pulp and paper mill effluents","year":2019,"lang":"en","type":"article","venue":"Gayana","topic":"Reproductive biology and impacts on aquatic species","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; Environment and Climate Change Canada","funders":"Comisión Nacional de Investigación Científica y Tecnológica; Centro de Recursos Hídricos para la Agricultura y la Minería; Fondo de Financiamiento de Centros de Investigación en Áreas Prioritarias; Natural Sciences and Engineering Research Council of Canada; Universidad de Concepción; Ministerio de Economía, Fomento y Turismo, Chile; Idea Wild","keywords":"Vitellogenin; Effluent; Freshwater fish; Biology; Paper mill; Wastewater; Oryzias; Toxicology; Fishery; Fish <Actinopterygii>; Environmental science; Environmental engineering","score_opus":0.016652138946350068,"score_gpt":0.24576718977158699,"score_spread":0.22911505082523692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969665107","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983508,0.00035852168,0.0000020528514,0.00020354593,0.00006330636,0.0005780121,0.000087800596,0.000004642792,0.00035132232],"genre_scores_gemma":[0.99867994,0.00017442279,0.00015844598,0.00015950474,0.000039042112,0.000036468282,0.00013908136,0.000011921099,0.00060116564],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990327,0.000097330936,0.00017599537,0.00042017893,0.00007286014,0.0002009331],"domain_scores_gemma":[0.99955636,0.000011077862,0.000056046643,0.00025684663,0.000037082373,0.00008260561],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001310636,0.00017031559,0.00022728248,0.000064077794,0.000027335796,0.0000116791225,0.00006293883,0.000093040784,0.00007684507],"category_scores_gemma":[0.00008046086,0.00011826013,0.00002943098,0.00004095653,0.00006609315,0.000009891121,0.0000522734,0.00004480165,0.000005853043],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008118921,0.00013753747,0.045921914,0.00001468665,0.00008937714,0.000005171036,0.0010854522,0.000003171823,0.94917077,0.000012578088,0.000032980868,0.0027144926],"study_design_scores_gemma":[0.0014079578,0.0021299005,0.09299603,0.000024705067,0.0000145187605,0.000017170734,0.0003197467,0.000007205562,0.89871866,0.000047451827,0.0041663907,0.00015027935],"about_ca_topic_score_codex":0.00040282644,"about_ca_topic_score_gemma":0.002231406,"teacher_disagreement_score":0.050452106,"about_ca_system_score_codex":0.000025389498,"about_ca_system_score_gemma":0.000020484113,"threshold_uncertainty_score":0.48225084},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"bench_or_experimental","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"}]}