{"meta":{"query_hash":"e2f4909f396d","filters":{"venue":"Environmental science"},"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/e2f4909f396d","api":"https://metacan.xera.ac/api/v1/cohort?venue=Environmental+science"},"results":[{"id":"W2790419720","doi":"10.1093/obo/9780199363445-0079","title":"Large Wood in Rivers","year":2017,"lang":"en","type":"reference-entry","venue":"Environmental science","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","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":"Coarse woody debris; Floodplain; Large woody debris; Environmental science; Debris; Channel (broadcasting); Habitat; Ecology; Abundance (ecology); Substrate (aquarium); STREAMS; Endangered species; Hydrology (agriculture); Geography; Riparian zone; Geology","score_opus":0.010024915095952564,"score_gpt":0.22698338391659242,"score_spread":0.21695846882063985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790419720","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.390688,0.0007984315,0.000026725624,0.00015707417,0.0008979685,0.00040322717,0.00018391844,0.000044296776,0.6068004],"genre_scores_gemma":[0.9478217,0.009774441,0.00014634711,0.00026544835,0.00008477798,0.00003781604,0.000119092765,0.000027363698,0.041723024],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960265,0.000041162526,0.00034806892,0.0012731345,0.0012001711,0.001110944],"domain_scores_gemma":[0.99862546,0.000029764875,0.00024997484,0.0008066565,0.0000012211593,0.000286919],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00075191085,0.00043167672,0.00040580973,0.00015306476,0.000838245,0.00008050909,0.002168955,0.00037354248,0.014603291],"category_scores_gemma":[0.00003367832,0.00040411684,0.0000989829,0.00024448137,0.0031055114,0.0009394293,0.0008089138,0.00075559865,0.0038443517],"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":[0.0001534103,0.003077329,0.7547426,0.00017748891,0.00006773015,0.0012591012,0.0050011245,0.0008646161,0.0016994714,0.00018903794,0.09015144,0.14261663],"study_design_scores_gemma":[0.0008511168,0.000117334064,0.19355229,0.00013165375,0.000036292367,0.00001736259,0.00011426598,0.00010615836,0.00090503914,0.0005879839,0.802743,0.00083751377],"about_ca_topic_score_codex":0.00016424245,"about_ca_topic_score_gemma":0.00039466284,"teacher_disagreement_score":0.7125915,"about_ca_system_score_codex":0.0008166544,"about_ca_system_score_gemma":0.00009465539,"threshold_uncertainty_score":0.9998411},"labels":[],"label_agreement":null},{"id":"W4238769813","doi":"10.1007/3-540-26643-7_18","title":"Production and Consumption of Methane in Soil, Peat, and Sediments from a Hydro-Electric Reservoir (Robert-Bourassa) and Lakes in the Canadian Taiga","year":2005,"lang":"en","type":"book-chapter","venue":"Environmental science","topic":"Coal and Coke Industries Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Peat; Taiga; Environmental science; Methane; Hydrology (agriculture); Forestry; Geology; Ecology; Geography; Archaeology; Biology","score_opus":0.02350121419132808,"score_gpt":0.23798409126592443,"score_spread":0.21448287707459635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238769813","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":[0.98255545,0.0018144475,7.147985e-8,0.00064382685,0.000029221079,0.00026105714,0.000027041773,0.0000026398086,0.014666257],"genre_scores_gemma":[0.98269296,0.0017671039,0.000011113479,0.000038238646,0.000042397154,0.00001275314,0.000014765247,0.0000084382245,0.015412247],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99854356,0.000048305694,0.00018441332,0.00044087094,0.00050488865,0.0002779844],"domain_scores_gemma":[0.9995694,0.000060939023,0.00006458846,0.00017728483,0.000004069928,0.00012370278],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054032676,0.00014842264,0.00016098045,0.00029575836,0.00012994432,0.00004648854,0.00018682423,0.00013067226,0.00021430416],"category_scores_gemma":[0.000041136882,0.000120465076,0.000011897433,0.00008872052,0.00090587634,0.00018310104,0.00012850515,0.0003526418,0.0000068674717],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038252719,0.00033115497,0.27601773,0.0001223164,0.00009554774,0.00023653872,0.009820025,0.0008058996,0.20636494,0.0065192785,0.00051605253,0.498788],"study_design_scores_gemma":[0.0016036703,0.0005572555,0.8945903,0.00057260087,0.00006829703,0.0001440308,0.000807503,0.0018640838,0.018080879,0.008418168,0.07217433,0.0011188502],"about_ca_topic_score_codex":0.12403853,"about_ca_topic_score_gemma":0.5877626,"teacher_disagreement_score":0.6185726,"about_ca_system_score_codex":0.00035919223,"about_ca_system_score_gemma":0.00009398895,"threshold_uncertainty_score":0.8817946},"labels":[],"label_agreement":null},{"id":"W4253585087","doi":"10.1093/obo/9780199363445-0089","title":"Environmental Law","year":2018,"lang":"en","type":"reference-entry","venue":"Environmental science","topic":"Environmental law and policy","field":"Social 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":"Environmental law; Law; Public law; Political science; Municipal law; Private law; Comparative law; Common law; Subject (documents); Legislation; Sources of law","score_opus":0.015427507789430103,"score_gpt":0.27611670619960266,"score_spread":0.2606891984101726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253585087","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025972975,0.0018078835,0.0000043037953,0.0003203676,0.0023520316,0.000635835,0.00077984185,0.000116945695,0.9680098],"genre_scores_gemma":[0.6468519,0.04050194,0.00037512404,0.0016230376,0.0035071725,0.00006205511,0.0002709528,0.000095681826,0.30671215],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99313176,0.00024248759,0.0005002454,0.0014278404,0.0029814225,0.0017162396],"domain_scores_gemma":[0.99769473,0.00009557739,0.00032883955,0.0009167661,0.0000032114338,0.00096086285],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0011015305,0.0006308036,0.0004856486,0.00018520655,0.0036432336,0.00032271186,0.0022401595,0.0005827436,0.017113352],"category_scores_gemma":[0.000032110776,0.00063816307,0.00025357513,0.00029720162,0.020232638,0.0008989952,0.0009718362,0.00069683546,0.010109626],"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":[0.00010898346,0.0028976311,0.009239559,0.00012525261,0.00022749671,0.00020241467,0.024894638,0.000006122059,0.0035880152,0.13112031,0.5264205,0.30116913],"study_design_scores_gemma":[0.00022107172,0.00012133014,0.0023974637,0.00007036485,0.000045559995,0.000008245917,0.00095992786,0.0000018620433,0.00062710926,0.00095051137,0.99382216,0.0007743802],"about_ca_topic_score_codex":0.0026142949,"about_ca_topic_score_gemma":0.0006570839,"teacher_disagreement_score":0.6612977,"about_ca_system_score_codex":0.0029763135,"about_ca_system_score_gemma":0.00035365863,"threshold_uncertainty_score":0.99960697},"labels":[],"label_agreement":null}]}