{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"ba5119f5bd7e","filters":{"venue":"Ecología Austral"}},"results":[{"id":"W2929781676","doi":"10.25260/ea.19.29.1.0.763","title":"Efecto de la disponibilidad de agua sobre una gramínea invasora del caldenal","year":2019,"lang":"es","type":"article","venue":"Ecología Austral","topic":"Plant Taxonomy and Phylogenetics","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"","keywords":"Biomass (ecology); Irrigation; Arid; Biology; Spring (device); Panicle; Agronomy; Forestry; Environmental science; Geography; Ecology","authors":[{"name":"Ruth B. Rauber","is_ca":false},{"name":"Manuel R. Demarı́a","is_ca":false},{"name":"Diego F. Steinaker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01459724590250212,"gpt":0.2409503907601897,"spread":0.2263531448576876,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006120703,0.0003488723,0.0003785079,0.00002604859,0.000262728,0.0002634769,0.0005870951,0.0006947259,0.001963373],"category_scores_gemma":[0.00009058259,0.0001803935,0.000248407,0.0002163105,0.0002647509,0.0001036277,0.0001596295,0.0005706553,0.0007529249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001512309,"about_ca_system_score_gemma":0.0001225101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004800462,"about_ca_topic_score_gemma":0.0004319729,"domain_scores_codex":[0.9974782,0.0005012067,0.0003172547,0.0005269535,0.0001740408,0.001002322],"domain_scores_gemma":[0.9985111,0.0008137732,0.0001520399,0.0001398318,0.00003512024,0.0003480951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001011645,0.0002918574,0.9149178,0.00005396524,0.00006616703,0.0001161809,0.0000861353,0.00052771,0.07207255,0.000919677,0.002266959,0.008579806],"study_design_scores_gemma":[0.0003621685,0.0005924359,0.9638361,0.00006284045,0.00005859224,0.0001113438,0.0001533387,0.0004793571,0.006230936,0.0008777504,0.02678265,0.0004524262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945869,0.0001269891,0.000004197326,0.000465147,0.0002758858,0.0003843909,0.0002934631,0.00006387876,0.003799169],"genre_scores_gemma":[0.9962684,0.0001103615,0.0001684022,0.0004136763,0.0005209392,0.00001736864,0.0001065723,0.000004235882,0.002390047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06584162,"threshold_uncertainty_score":0.998949,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413092590","doi":"10.25260/ea.16.25.3.0.94","title":"¿Estamos avanzando hacía una socio-ecología? Reflexiones sobre la integración de las dimensiones \"humanas\" en la ecología en el sur de América","year":2015,"lang":"es","type":"article","venue":"Ecología Austral","topic":"Environmental and Cultural Studies in Latin America and Beyond","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Humanities; Geography; Philosophy","authors":[{"name":"Christopher B. Anderson","is_ca":false},{"name":"J. Cristóbal Pizarro","is_ca":true},{"name":"Rodrigo A. Estévez","is_ca":false},{"name":"Alexandra Sapoznikow","is_ca":false},{"name":"Aníbal Pauchard","is_ca":false},{"name":"Olga Barbosa","is_ca":false},{"name":"Andrés Moreira‐Muñoz","is_ca":false},{"name":"Alejandro E. J. Valenzuela","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01466129351505603,"gpt":0.2969431119371947,"spread":0.2822818184221387,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001317677,0.0008339209,0.0008693158,0.00007311667,0.0008861374,0.0001749623,0.0009161327,0.0009524525,0.002721954],"category_scores_gemma":[0.0004204267,0.0006699138,0.0003710925,0.0002990758,0.002401668,0.0004918688,0.001246116,0.001166121,0.001733373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002129273,"about_ca_system_score_gemma":0.0001313525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006224246,"about_ca_topic_score_gemma":0.000357273,"domain_scores_codex":[0.9947153,0.00136396,0.0007419172,0.001037119,0.0005711469,0.001570566],"domain_scores_gemma":[0.9972908,0.00113074,0.0004127026,0.0004546333,0.00002806509,0.0006830903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006082556,0.003591795,0.7676436,0.0002051968,0.0007681939,0.001157115,0.01254768,0.004274581,0.01888523,0.00256089,0.1324441,0.05531337],"study_design_scores_gemma":[0.002121253,0.001409363,0.8239186,0.0001079509,0.0003053728,0.0002986117,0.009018958,0.0002599984,0.00250507,0.006388275,0.1524161,0.00125041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9373323,0.0002141954,0.00002519069,0.003891959,0.0006097266,0.0005766393,0.00008674517,0.0001740551,0.05708914],"genre_scores_gemma":[0.9817815,0.002146803,0.001490645,0.0009095311,0.0003783561,0.0001217484,0.00006154979,0.0000703374,0.01303951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05627504,"threshold_uncertainty_score":0.9995752,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7114790531","doi":"10.25260/ea.25.35.3.0.2526","title":"Estados y transiciones en ambientes cultivados sujetos a anegamiento del centro de la Argentina","year":2025,"lang":"es","type":"article","venue":"Ecología Austral","topic":"Plant and soil sciences","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":"Millar College of the Bible; Agriculture and Agri-Food Canada","funders":"","keywords":"Riparian zone; Normalized Difference Vegetation Index; Context (archaeology); Physiological Adaptations","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.007236497157439488,"gpt":0.2587052677360424,"spread":0.2514687705786028,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007389068,0.0003509856,0.0003922035,0.00006901426,0.0006243348,0.0004044005,0.0007541464,0.0004382163,0.0007679689],"category_scores_gemma":[0.0001893126,0.0001713379,0.0002721356,0.0007117812,0.0005000756,0.0002600825,0.0001234193,0.0003749656,0.0001057158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001203033,"about_ca_system_score_gemma":0.00008551327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006675417,"about_ca_topic_score_gemma":0.0006851608,"domain_scores_codex":[0.9971241,0.0005304561,0.0004042709,0.0006211084,0.0002869396,0.001033172],"domain_scores_gemma":[0.9987531,0.000723948,0.0001293952,0.00009409676,0.00005847903,0.000240965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001405404,0.0009342779,0.8433835,0.00008034037,0.0001077342,0.0001454028,0.0009876197,0.0000670575,0.1076941,0.007723393,0.01161296,0.02712313],"study_design_scores_gemma":[0.0004425735,0.0002255386,0.9430538,0.0001115429,0.00008666462,0.00002733426,0.001849273,0.0006348806,0.0064512,0.0009929254,0.04575941,0.0003648699],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894796,0.000257299,0.00001184062,0.005521969,0.0005822847,0.0003782232,0.0001851199,0.0001155596,0.003468125],"genre_scores_gemma":[0.9916477,0.0003458014,0.00008326559,0.000297945,0.0002487624,0.00002438862,0.00007855824,0.000002142761,0.007271437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1012428,"threshold_uncertainty_score":0.8408721,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413092530","doi":"10.25260/ea.16.26.2.0.141","title":"Actualización del límite occidental del pastizal pampeano","year":2016,"lang":"es","type":"article","venue":"Ecología Austral","topic":"Agroforestry and silvopastoral systems","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":"Canadian Institute for Public Safety Research and Treatment; University of Regina","funders":"","keywords":"Geography; Humanities; Cartography; Forestry; Art","authors":[{"name":"Manuel R. Demarı́a","is_ca":false},{"name":"Juan Pablo Martini","is_ca":false},{"name":"Diego F. Steinaker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02226921491748769,"gpt":0.2411122930431787,"spread":0.218843078125691,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003654629,0.0005331747,0.0005504512,0.00003410437,0.0005727037,0.0002156965,0.0007476549,0.0006348909,0.007210279],"category_scores_gemma":[0.0001291215,0.0001950007,0.0003836514,0.0002971662,0.0004093314,0.0005139657,0.0002794553,0.0002700114,0.003128412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002018404,"about_ca_system_score_gemma":0.00004068812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004508255,"about_ca_topic_score_gemma":0.0004436006,"domain_scores_codex":[0.9965793,0.0002952312,0.0006826979,0.0008110501,0.0004071679,0.001224555],"domain_scores_gemma":[0.998535,0.0003676656,0.0003343103,0.0001759331,0.00008368762,0.0005033871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001905641,0.0002925658,0.8568963,0.00002895123,0.0001049337,0.000189374,0.00009675033,0.000005515109,0.08120224,0.002057091,0.02422121,0.03471453],"study_design_scores_gemma":[0.0006164405,0.0008840685,0.9367223,0.0001479117,0.00005480219,0.0001210819,0.0003642369,0.00001709377,0.002618435,0.0003666787,0.05743353,0.0006533781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930916,0.0001517464,0.0000207289,0.002961824,0.001572571,0.0004207941,0.0003330122,0.0001673831,0.001280301],"genre_scores_gemma":[0.9785703,0.00007818134,0.00002407498,0.0002270208,0.002549015,0.00002423844,0.00006733519,0.000007095158,0.01845277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07982606,"threshold_uncertainty_score":0.9976478,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}