{"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":"bbdf3da536dc","filters":{"venue":"Mammalia aequatorialis"}},"results":[{"id":"W4378881500","doi":"10.59763/mam.aeq.v4i.53","title":"Riqueza, abundancia relativa y patrones de actividad de mamíferos medianos y grandes en el Bosque Protector Cerro Blanco (Guayas, Ecuador)","year":2022,"lang":"es","type":"article","venue":"Mammalia aequatorialis","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Geography; Humanities; Art","authors":[{"name":"Jaime A. Salas","is_ca":false},{"name":"I. Benjamín Navas","is_ca":false},{"name":"María Belén Merchán","is_ca":false},{"name":"Jordan Medranda-Benavides","is_ca":false},{"name":"Cindy M. Hurtado","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008491569990285858,"gpt":0.2405041289057611,"spread":0.2320125589154753,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002295816,0.0005940231,0.0006213604,0.0001502106,0.001404905,0.000170638,0.0009610105,0.0006063435,0.00608481],"category_scores_gemma":[0.0008125463,0.000661513,0.0002750222,0.0006375082,0.0003720972,0.0006013622,0.0006530138,0.001253449,0.0004171102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002886469,"about_ca_system_score_gemma":0.0006175431,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007724296,"about_ca_topic_score_gemma":0.001133001,"domain_scores_codex":[0.9936854,0.002412119,0.0007636997,0.0009785795,0.0009098065,0.00125045],"domain_scores_gemma":[0.9977446,0.0005470149,0.0005543806,0.0007346539,0.00003333658,0.0003859872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008185504,0.0005150654,0.9449305,0.0001022491,0.0001784548,0.0002209757,0.005140529,0.0004725721,0.01298269,0.00256948,0.02980829,0.002260641],"study_design_scores_gemma":[0.002279026,0.0007028555,0.8835177,0.00007089072,0.00023629,0.00007175432,0.0008715913,0.0007789551,0.009522808,0.00913609,0.09172877,0.001083239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836627,0.0001438195,0.0008223443,0.008557343,0.004024744,0.001560523,0.0004354009,0.0002015654,0.0005915796],"genre_scores_gemma":[0.992589,0.00006082056,0.0006294391,0.001326124,0.00234507,0.001385335,0.0001107878,0.0001006866,0.001452751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06192048,"threshold_uncertainty_score":0.9998952,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4378882992","doi":"10.59763/mam.aeq.v3i.38","title":"Dos décadas de avistamientos del elefante marino del sur en Ecuador: recomendaciones para el manejo de pinnípedos vagabundos","year":2021,"lang":"es","type":"article","venue":"Mammalia aequatorialis","topic":"Marine animal studies overview","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 British Columbia; Fisheries and Oceans Canada","funders":"","keywords":"Humanities; Geography; Art","authors":[{"name":"Patricia Rosero","is_ca":false},{"name":"Juan José Alava","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02044454614113829,"gpt":0.2717451097463177,"spread":0.2513005636051794,"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":[0.001818887,0.001167116,0.001330853,0.0001404207,0.0007684515,0.0005650377,0.001394419,0.0006310883,0.009292072],"category_scores_gemma":[0.0009584485,0.001277123,0.0006393897,0.001106353,0.0003595267,0.000635403,0.002773688,0.000888077,0.002661431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00201211,"about_ca_system_score_gemma":0.0004467519,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03833323,"about_ca_topic_score_gemma":0.007044162,"domain_scores_codex":[0.9913707,0.001374727,0.001492922,0.001849519,0.001502769,0.002409383],"domain_scores_gemma":[0.9962856,0.000583819,0.0006122128,0.001493505,0.0001652346,0.0008596239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005905462,0.001249084,0.8919339,0.001032263,0.0007993537,0.002698288,0.001641704,0.0001358549,0.0144115,0.01194782,0.04115223,0.03240751],"study_design_scores_gemma":[0.002509968,0.0003367602,0.3810885,0.000306573,0.0006000777,0.0002516701,0.0004598707,0.001069278,0.01069579,0.001439938,0.5994368,0.001804866],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975904,0.002446227,0.000976375,0.004098037,0.003873379,0.001350534,0.0005439381,0.0003140988,0.01049343],"genre_scores_gemma":[0.9755008,0.008047487,0.002708954,0.001680936,0.002702528,0.00028622,0.0001568514,0.0002231668,0.008693099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5582845,"threshold_uncertainty_score":0.9989678,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389222237","doi":"10.59763/mam.aeq.v5i.55","title":"Viajes de investigación para escuchar ballenas en la región del Pacífico Sudeste: un estudio de caso del turismo científico en Ecuador","year":2023,"lang":"es","type":"article","venue":"Mammalia aequatorialis","topic":"Cruise Tourism Development and Management","field":"Social 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":"Dalhousie University","funders":"","keywords":"Humanities; Persona; Art; Political science","authors":[{"name":"Javier Onã","is_ca":false},{"name":"Ana Eguiguren","is_ca":true},{"name":"Paola Moscoso","is_ca":false},{"name":"Judith Denkinger","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02241775182875229,"gpt":0.2951162408102686,"spread":0.2726984889815163,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007602542,0.0009349483,0.0009893989,0.0006222312,0.00134255,0.001107314,0.001696403,0.0009481458,0.0003625769],"category_scores_gemma":[0.001909296,0.0009887213,0.0004645084,0.002407238,0.0005896311,0.0005342109,0.0009868281,0.0007374035,0.001221313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00122644,"about_ca_system_score_gemma":0.001380194,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007561164,"about_ca_topic_score_gemma":0.0009287821,"domain_scores_codex":[0.9907349,0.002540651,0.001100742,0.001363263,0.001906973,0.002353468],"domain_scores_gemma":[0.9959883,0.001305409,0.0005310674,0.0009450612,0.0002264292,0.00100375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003970854,0.0008207455,0.06908606,0.000755322,0.001609098,0.004121708,0.1402096,0.000352448,0.001730243,0.1678339,0.5890653,0.02401849],"study_design_scores_gemma":[0.002491063,0.0001667362,0.04117544,0.0003699399,0.0006436571,0.0000158811,0.01153826,0.0003583383,0.002572357,0.007815961,0.9310657,0.001786593],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9650968,0.0007040927,0.0004459904,0.01175004,0.009349477,0.001831686,0.0001231276,0.001158678,0.009540139],"genre_scores_gemma":[0.9663625,0.005647582,0.00164918,0.000682661,0.007765328,0.0004350617,0.0001501011,0.0001914871,0.01711607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3420005,"threshold_uncertainty_score":0.9999576,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}