{"meta":{"query_hash":"e0abc1d6b28b","filters":{"venue":"Gaia Scientia"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/e0abc1d6b28b","api":"https://metacan.xera.ac/api/v1/cohort?venue=Gaia+Scientia"},"results":[{"id":"W2941979060","doi":"10.22478/ufpb.1981-1268.2018v12n3.43665","title":"Propuesta de formulación, implementación y evaluación de una política pública para reducir los residuos sólidos en la Ciudad de México","year":2018,"lang":"es","type":"article","venue":"Gaia Scientia","topic":"Mexican Socioeconomic and Environmental Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Optech (Canada)","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.011498919771424407,"score_gpt":0.3157896599257543,"score_spread":0.3042907401543299,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941979060","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":[0.9752472,0.0001231718,0.0030045044,0.0024833304,0.00028624432,0.0009749828,0.0005177425,0.00012028245,0.017242558],"genre_scores_gemma":[0.9839836,0.00024117823,0.009975064,0.0012327108,0.00042555245,0.00007888146,0.00008177058,0.000107371954,0.0038738833],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99401885,0.00068997603,0.0008015606,0.0013982862,0.0008045292,0.0022868111],"domain_scores_gemma":[0.99714214,0.00015509971,0.00037366987,0.0012568447,0.000020113857,0.001052106],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0032979243,0.0006415029,0.00049603876,0.00017370236,0.0010551577,0.00045674708,0.0015147992,0.00045642664,0.011526546],"category_scores_gemma":[0.00012363514,0.0006705011,0.00029881758,0.00046044047,0.0029625152,0.0006127791,0.0011488501,0.0005480711,0.003514734],"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":[0.00030545087,0.0010722623,0.65242,0.00024427916,0.0002871165,0.00009587772,0.008789685,0.00043098902,0.25104755,0.012444814,0.04103081,0.031831175],"study_design_scores_gemma":[0.002336739,0.0008144968,0.77279377,0.00027963673,0.00046436823,0.00034914687,0.0023736237,0.031166222,0.042023722,0.010010921,0.1355788,0.0018085534],"about_ca_topic_score_codex":0.000898166,"about_ca_topic_score_gemma":0.00015859812,"teacher_disagreement_score":0.20902382,"about_ca_system_score_codex":0.0031088314,"about_ca_system_score_gemma":0.00039905065,"threshold_uncertainty_score":0.99975085},"labels":[],"label_agreement":null},{"id":"W3096285332","doi":"10.22478/ufpb.1981-1268.2020v14n3.51587","title":"Etnozooterapia em comunidades do cerrado piauiense, Brasil","year":2020,"lang":"pt","type":"article","venue":"Gaia Scientia","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"","keywords":"Humanities; Geography; Philosophy","score_opus":0.020901921952438254,"score_gpt":0.2392173262198932,"score_spread":0.21831540426745494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096285332","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":[0.91600174,0.036013532,0.0013166397,0.013940122,0.009560634,0.0021304034,0.0012240817,0.0007294086,0.019083427],"genre_scores_gemma":[0.9554046,0.0001877393,0.00009950846,0.0056043076,0.00024192102,0.0000116776655,0.0006917056,0.00006047997,0.03769807],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962548,0.00040786457,0.0006507664,0.001323573,0.00016260936,0.0012004141],"domain_scores_gemma":[0.9983877,0.000053068845,0.00032264364,0.0007760482,0.00017158879,0.00028894038],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00034772884,0.0006876337,0.0006906811,0.00022476586,0.00088541367,0.00049204455,0.001361195,0.00044988366,0.009790512],"category_scores_gemma":[0.0000968827,0.0006350375,0.0005033702,0.0010563151,0.00071640604,0.00032382875,0.0009137168,0.000751519,0.014828645],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031473135,0.00033411942,0.001996561,0.00020506473,0.00078261015,0.000073896255,0.010947319,0.000008929322,0.21275851,0.0017357284,0.7658127,0.0050298236],"study_design_scores_gemma":[0.0038741669,0.00044596993,0.020213831,0.00021380189,0.00092542113,0.000043796983,0.0076512834,0.00007643865,0.011567802,0.00006559823,0.9535401,0.0013818161],"about_ca_topic_score_codex":0.000026738062,"about_ca_topic_score_gemma":0.000038522023,"teacher_disagreement_score":0.20119071,"about_ca_system_score_codex":0.000054529388,"about_ca_system_score_gemma":0.0001288661,"threshold_uncertainty_score":0.99961007},"labels":[],"label_agreement":null},{"id":"W4404226380","doi":"10.22478/ufpb.1981-1268.2021v15n3.61206","title":"Perception of ecosystem services by peri-urban farmers in São Paulo, SP, Brazil","year":2021,"lang":"en","type":"article","venue":"Gaia Scientia","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"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":"Peri; Ecosystem services; Perception; Ecosystem; Geography; Environmental resource management; Environmental planning; Business; Psychology; Environmental science; Medicine; Ecology; Biology","score_opus":0.005793067661023752,"score_gpt":0.199553592553928,"score_spread":0.19376052489290424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404226380","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":[0.99744093,0.00035013008,0.0000011020237,0.00050919224,0.00017759945,0.00015445138,0.00008379933,0.000028781573,0.001254022],"genre_scores_gemma":[0.998149,0.000017899882,0.000027692422,0.000148598,0.00006714341,0.000007847847,0.00019159692,6.7490555e-7,0.0013895803],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9985424,0.00013420027,0.00028493596,0.0004337487,0.0002926518,0.0003120144],"domain_scores_gemma":[0.9995115,0.000036301677,0.00008849557,0.00009035185,0.0001807019,0.000092657654],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034013888,0.00012998888,0.00020583204,0.0000150848255,0.00013020821,0.00007700954,0.0002596155,0.00009921794,0.0010055411],"category_scores_gemma":[0.00001868765,0.000051103056,0.00011328381,0.00084907917,0.00004646024,0.00019418508,0.0000938261,0.00009530239,0.00003239693],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013944887,0.0002598678,0.30400378,0.00009036228,0.000009997503,0.000009679063,0.0013964949,0.0000047122066,0.67466253,0.000041523366,0.011181682,0.008325445],"study_design_scores_gemma":[0.00020113362,0.00009964862,0.9047473,0.00004293733,0.000016477867,0.000008068394,0.03514607,0.000082469276,0.0050270213,0.000109154505,0.05427234,0.00024734213],"about_ca_topic_score_codex":0.00047491104,"about_ca_topic_score_gemma":0.008990542,"teacher_disagreement_score":0.6696355,"about_ca_system_score_codex":0.00006179263,"about_ca_system_score_gemma":0.000017474555,"threshold_uncertainty_score":0.9999077},"labels":[],"label_agreement":null}]}