{"meta":{"query_hash":"088efccbc9b6","filters":{"venue":"Frontiers in Environmental Archaeology"},"cohort_total":12,"direct_labels_cover":0,"predictions_cover":12,"exported":12,"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/088efccbc9b6","api":"https://metacan.xera.ac/api/v1/cohort?venue=Frontiers+in+Environmental+Archaeology"},"results":[{"id":"W4366291405","doi":"10.3389/fearc.2023.1080785","title":"Late Pleistocene to late Holocene palaeoecology and human foraging at Kuumbi Cave, Zanzibar Island","year":2023,"lang":"en","type":"article","venue":"Frontiers in Environmental Archaeology","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","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":"University of Calgary","funders":"Max-Planck-Gesellschaft; British Institute in Eastern Africa","keywords":"Holocene; Woodland; Pleistocene; Cave; Geography; Ecology; Paleoecology; Habitat; Last Glacial Maximum; Dominance (genetics); Geology; Archaeology; Biology","score_opus":0.008580260878947189,"score_gpt":0.21456428219158555,"score_spread":0.20598402131263835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366291405","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":[0.99635816,0.00042779933,0.00006263683,0.0013362418,0.0005204503,0.00036664063,0.00007906424,0.00004940209,0.0007996015],"genre_scores_gemma":[0.9948089,0.00042785273,0.00087460823,0.0005159991,0.000035644574,0.000017656534,0.00042344595,0.000010330491,0.0028855759],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99761623,0.00028594525,0.0003013332,0.0006357461,0.00014590684,0.0010148173],"domain_scores_gemma":[0.9993034,0.0001564388,0.000059098307,0.00024095776,0.0000028980835,0.00023720917],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00047842448,0.00022899623,0.00042535146,0.00046753636,0.00032070707,0.00000551655,0.00030198676,0.00026354703,0.0010674737],"category_scores_gemma":[0.000022618407,0.00022973806,0.00004370729,0.00023285414,0.0014417364,0.000074790165,0.00034194277,0.00037409173,0.0007889602],"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":[0.00016368652,0.000016269556,0.99350554,0.000014419581,0.00003108677,0.0004811444,0.0011355727,0.0017661342,0.00004867186,0.000018150164,0.00085439,0.0019649179],"study_design_scores_gemma":[0.00083525525,0.00037769674,0.9898239,0.0000055656983,0.000009944774,0.00011379062,0.00017639007,0.0025639099,0.000053708154,0.004290749,0.0015184461,0.00023063684],"about_ca_topic_score_codex":0.0003805656,"about_ca_topic_score_gemma":0.011759507,"teacher_disagreement_score":0.011378941,"about_ca_system_score_codex":0.000015724954,"about_ca_system_score_gemma":0.000010721254,"threshold_uncertainty_score":0.99998903},"labels":[],"label_agreement":null},{"id":"W4367050011","doi":"10.3389/fearc.2023.1145220","title":"Climate change and pulse migration: intermittent Chugach Inuit occupation of glacial fiords on the Kenai Coast, Alaska","year":2023,"lang":"en","type":"article","venue":"Frontiers in Environmental Archaeology","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":3,"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":"National Marine Fisheries Service; National Park Service; U.S. Geological Survey; Alaska Humanities Forum; National Oceanic and Atmospheric Administration; Smithsonian Institution","keywords":"Oceanography; Fjord; Geography; Arctic; Glacier; Climate change; Geology; Fishery; Physical geography","score_opus":0.029217485822435246,"score_gpt":0.296943370267809,"score_spread":0.2677258844453737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367050011","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":[0.9927744,0.00011863616,0.000040366278,0.004330772,0.001315818,0.0010383582,0.00010774772,0.000021208994,0.00025268013],"genre_scores_gemma":[0.9952199,0.002455667,0.00012286934,0.001175909,0.00018067568,0.00054607244,0.00007422287,0.000016384423,0.00020828733],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998169,0.0003754955,0.00038310667,0.0002584551,0.00011942945,0.00069450215],"domain_scores_gemma":[0.9994324,0.00017544307,0.0001629922,0.00018089885,0.000006531576,0.000041758914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056447316,0.00014511359,0.00029308186,0.00016809446,0.00067213236,9.5332524e-7,0.0001388269,0.00016760694,0.00020890706],"category_scores_gemma":[0.000034280467,0.000112002956,0.000040901574,0.00011579095,0.00055090734,0.00004418423,0.00065755995,0.00035266968,0.00008556393],"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":[0.00018856875,0.0000530227,0.86033326,0.000039529437,0.000020327707,0.000010147773,0.12710747,0.000005696476,0.000022794948,0.00026632985,0.0022195308,0.009733338],"study_design_scores_gemma":[0.00057751586,0.00040385738,0.94934106,0.00003261044,0.000012135256,0.0000024533347,0.046042252,0.00068700727,0.000016811406,0.00077368587,0.002009206,0.00010141691],"about_ca_topic_score_codex":0.00045421804,"about_ca_topic_score_gemma":0.0087288385,"teacher_disagreement_score":0.08900781,"about_ca_system_score_codex":0.00025576755,"about_ca_system_score_gemma":0.000020231375,"threshold_uncertainty_score":0.5169566},"labels":[],"label_agreement":null},{"id":"W4385457504","doi":"10.3389/fearc.2023.1237714","title":"Migratory behavior in the enigmatic Late Pleistocene bovid Rusingoryx atopocranion","year":2023,"lang":"en","type":"article","venue":"Frontiers in Environmental Archaeology","topic":"Evolution and Paleontology Studies","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University; Baylor University; University of Minnesota; New York University; Leakey Foundation; Geological Society of America; University of Queensland; Harvard University; National Geographic Society; National Science Foundation","keywords":"Wildebeest; Geography; Ecology; Pleistocene; Equus; Grassland; Biology; Zoology; National park; Archaeology","score_opus":0.01139734835671144,"score_gpt":0.20608639184558103,"score_spread":0.1946890434888696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385457504","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":[0.99564433,0.0016961877,0.00009374666,0.0005887603,0.0005604868,0.00027546825,0.00003254213,0.000027496533,0.0010809778],"genre_scores_gemma":[0.99745,0.0006775562,0.00095659436,0.0005412319,0.000027409076,0.00002213428,0.00012594907,0.000003381071,0.00019574082],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986396,0.00032603365,0.00022985548,0.0002558937,0.00015158074,0.00039703213],"domain_scores_gemma":[0.9996484,0.00009896959,0.000048881153,0.00016279679,9.160049e-7,0.000040024985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038619575,0.00013360441,0.00020626899,0.00021677259,0.00011784118,0.0000033452525,0.00025349442,0.00009343023,0.00016022273],"category_scores_gemma":[0.000013439509,0.00010476484,0.000047355163,0.0002239163,0.00086711225,0.00006651633,0.000035511246,0.0002387938,0.00019558794],"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":[0.00003327234,0.000031203752,0.99055034,0.0000058077003,0.000006966488,0.00009946826,0.0039720368,0.00042240586,0.000010134621,0.000016403006,0.0009978404,0.0038541497],"study_design_scores_gemma":[0.00034740922,0.00008564833,0.9894619,0.000003492599,0.000008976445,0.000024801095,0.0029378033,0.0033421777,0.0000024702524,0.0010897801,0.0025821738,0.00011337725],"about_ca_topic_score_codex":0.00065827207,"about_ca_topic_score_gemma":0.019994443,"teacher_disagreement_score":0.019336171,"about_ca_system_score_codex":0.00002060413,"about_ca_system_score_gemma":0.000008852758,"threshold_uncertainty_score":0.9978881},"labels":[],"label_agreement":null},{"id":"W4385801842","doi":"10.3389/fearc.2023.1208908","title":"New zooarchaeological evidence from Pictish sites in Scotland: implications for early medieval economies and animal-human relationships","year":2023,"lang":"en","type":"article","venue":"Frontiers in Environmental Archaeology","topic":"Archaeology and ancient environmental studies","field":"Earth and Planetary Sciences","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":"McMaster University","funders":"Leverhulme Trust; University of Aberdeen; Àrainneachd Eachdraidheil Alba","keywords":"Zooarchaeology; Mainland; Geography; Livestock; Archaeology; Resource (disambiguation); Subsistence economy; Consumption (sociology); Excavation; Ecology; Agriculture; Subsistence agriculture; Biology; Sociology","score_opus":0.03636855180958092,"score_gpt":0.2357409034591073,"score_spread":0.19937235164952638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385801842","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":[0.99229544,0.002524217,0.001094342,0.0032447001,0.00016600886,0.00041466585,0.00016915391,0.00003591985,0.00005557382],"genre_scores_gemma":[0.9869091,0.0024906136,0.009811057,0.00008216447,0.00007248783,0.00003310346,0.0003679283,0.0000067105016,0.0002268339],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99833304,0.00016869367,0.00033654133,0.0005776587,0.00008448668,0.00049956486],"domain_scores_gemma":[0.99894553,0.0006858887,0.00007627606,0.00015632239,0.0000011844396,0.00013481636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036068494,0.00019075973,0.00031617453,0.00021603455,0.00029774848,0.0000052400273,0.00024647234,0.00015724926,0.0002763725],"category_scores_gemma":[0.00007862375,0.00018597975,0.000048172198,0.00013432192,0.0019297407,0.00023949644,0.00024445044,0.0002870532,0.000067240835],"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":[0.000114053546,0.000012888971,0.99086607,0.000004320818,0.000017719918,0.000009061335,0.0033695397,0.00024830995,0.0001704085,0.00012106481,0.00034269915,0.004723884],"study_design_scores_gemma":[0.0005351856,0.000253646,0.9169829,0.000014958033,0.000010391693,0.000005433914,0.0008476909,0.0008377447,0.00002280171,0.08006475,0.00024880233,0.00017571016],"about_ca_topic_score_codex":0.0012360897,"about_ca_topic_score_gemma":0.010618348,"teacher_disagreement_score":0.07994369,"about_ca_system_score_codex":0.000037445694,"about_ca_system_score_gemma":0.000010736895,"threshold_uncertainty_score":0.7584034},"labels":[],"label_agreement":null},{"id":"W4402220401","doi":"10.3389/fearc.2024.1302604","title":"Archaeological evidence of anthropogenic burning for food production in forested uplands of the Grand Canyon province, northern Arizona","year":2024,"lang":"en","type":"article","venue":"Frontiers in Environmental Archaeology","topic":"Fire effects on ecosystems","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":"University of Calgary","funders":"","keywords":"Canyon; Archaeology; Geography; Cartography","score_opus":0.008043738573493064,"score_gpt":0.2118766154778081,"score_spread":0.20383287690431504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402220401","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":[0.9929696,0.0017619366,0.002409923,0.00036736904,0.00097425916,0.0014437096,0.000034351524,0.000015614867,0.0000232893],"genre_scores_gemma":[0.99768263,0.00014589292,0.001841136,0.000012141014,0.000032595424,0.0001585527,0.000009728646,0.000023010582,0.000094321025],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979902,0.0002581512,0.0005168775,0.00055727834,0.00028214062,0.0003953891],"domain_scores_gemma":[0.999295,0.00019009857,0.00015696595,0.00031320337,0.000001886551,0.000042842938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065096625,0.0001980965,0.0003786041,0.00014461785,0.000044967812,0.000002336182,0.00040045212,0.00013822284,0.000044925655],"category_scores_gemma":[0.00012106179,0.00014855959,0.00011734739,0.00028722733,0.00226579,0.00016499599,0.0004525873,0.00026696702,0.0000043002497],"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":[0.0002505083,0.00010624064,0.97346497,0.00018791552,0.000024446957,0.000009638787,0.0020334441,0.0034849565,0.008375895,0.000022404723,0.000056267327,0.011983299],"study_design_scores_gemma":[0.00081624254,0.0016321779,0.9579331,0.0004876631,0.000036662095,0.000066949724,0.00038768214,0.018621214,0.015005205,0.0038316904,0.000888922,0.00029248194],"about_ca_topic_score_codex":0.00043467834,"about_ca_topic_score_gemma":0.01212736,"teacher_disagreement_score":0.015531873,"about_ca_system_score_codex":0.00043547704,"about_ca_system_score_gemma":0.000027629245,"threshold_uncertainty_score":0.83483976},"labels":[],"label_agreement":null},{"id":"W4402497460","doi":"10.3389/fearc.2024.1427458","title":"Indigenous cultural heritage policies as a pathway for Indigenous sovereignty and the role of local governments: an example with K'ómoks First Nation, British Columbia","year":2024,"lang":"en","type":"article","venue":"Frontiers in Environmental Archaeology","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"North Island College; Assembly of First Nations; Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Indigenous; Sovereignty; Political science; First nation; Ethnology; Political economy; Geography; History; Law; Sociology; Politics; Ecology","score_opus":0.006628648352877835,"score_gpt":0.21301367120576642,"score_spread":0.2063850228528886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402497460","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":[0.99145913,0.0036700817,0.00045944724,0.00006857792,0.0003727732,0.0015060682,0.00015004828,0.000026953436,0.002286925],"genre_scores_gemma":[0.9914066,0.0054453677,0.0009968615,0.00006719278,0.00015176817,0.00007621934,0.00007887842,0.00002310729,0.0017539626],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99824774,0.00024902768,0.0002835252,0.00035779577,0.00031273352,0.0005491733],"domain_scores_gemma":[0.9994956,0.00012639398,0.00010254177,0.0001459994,0.000013491955,0.000115972616],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0005554621,0.0001271609,0.0002684151,0.00005173875,0.0021177141,0.00007697644,0.00025933236,0.00015937781,0.0000858118],"category_scores_gemma":[0.0000029373132,0.000119233795,0.000047592246,0.00011555504,0.003911431,0.0002610286,0.000013928362,0.0001702417,0.0000020935101],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000111634414,0.00019249384,0.066009626,0.00004944348,0.0000639212,0.000010432283,0.9104317,0.000015790074,0.0000029335442,0.015414288,0.000029565534,0.007668221],"study_design_scores_gemma":[0.0017360374,0.00093947875,0.022879511,0.00006836682,0.00004957776,0.00009832412,0.4554044,0.00012868618,0.00010876333,0.08592149,0.43226582,0.00039955703],"about_ca_topic_score_codex":0.77129495,"about_ca_topic_score_gemma":0.95604867,"teacher_disagreement_score":0.45502725,"about_ca_system_score_codex":0.0006182577,"about_ca_system_score_gemma":0.0010282692,"threshold_uncertainty_score":0.9991814},"labels":[],"label_agreement":null},{"id":"W4403881065","doi":"10.3389/fearc.2024.1470375","title":"Recommendations for stable isotope analysis of charred archaeological crop remains","year":2024,"lang":"en","type":"article","venue":"Frontiers in Environmental Archaeology","topic":"Archaeology and ancient environmental studies","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"","keywords":"Archaeology; Crop; Stable isotope ratio; Isotope analysis; Geology; Geography; Forestry; Oceanography","score_opus":0.015365666770385363,"score_gpt":0.22291286810626104,"score_spread":0.20754720133587568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403881065","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":[0.9456838,0.0065658996,0.04188703,0.0024476044,0.0010732679,0.0005168288,0.0012202552,0.00004162522,0.00056371087],"genre_scores_gemma":[0.97445273,0.0022837468,0.021227647,0.00020306798,0.000039641865,0.000027429109,0.00097478874,0.000006437909,0.0007844769],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983114,0.00013250268,0.0004092893,0.0005183626,0.00014159648,0.00048686078],"domain_scores_gemma":[0.99941856,0.00024729065,0.000069669644,0.00018022928,0.0000021336355,0.00008213877],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037134194,0.00019057002,0.00047813798,0.0005137471,0.00012585399,0.0000031741772,0.00025614197,0.0001223051,0.0021530008],"category_scores_gemma":[0.000021721373,0.00016657021,0.00020821246,0.0004207133,0.0021346144,0.00012399524,0.00013385505,0.00019847185,0.000030444651],"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":[0.00009897703,0.000054276967,0.97052103,0.000020428455,0.0004641687,0.000019443554,0.002297193,0.0029857124,0.00005591838,0.0005250515,0.0007038475,0.022253962],"study_design_scores_gemma":[0.000317371,0.00030541586,0.9073601,0.000014744894,0.00023264693,0.000007112413,0.0011763356,0.041287478,0.000119663244,0.012802289,0.03615246,0.00022442166],"about_ca_topic_score_codex":0.00014151647,"about_ca_topic_score_gemma":0.001106047,"teacher_disagreement_score":0.063160956,"about_ca_system_score_codex":0.000037307826,"about_ca_system_score_gemma":0.00001229138,"threshold_uncertainty_score":0.99875915},"labels":[],"label_agreement":null},{"id":"W4404120665","doi":"10.3389/fearc.2024.1473056","title":"Isotopic analysis of modern sorghum and finger millet from different altitudes in Ethiopia: implications for ancient farming practices","year":2024,"lang":"en","type":"article","venue":"Frontiers in Environmental Archaeology","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada; Generalitat de Catalunya; European Commission; Universitat Pompeu Fabra","keywords":"Eleusine; Sorghum; Agriculture; Arid; Isotope analysis; δ13C; Geography; Altitude (triangle); Finger millet; Agronomy; Agroforestry; Stable isotope ratio; Environmental science; Biology; Ecology; Mathematics; Archaeology","score_opus":0.019116403146363925,"score_gpt":0.26493001644868863,"score_spread":0.2458136133023247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404120665","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":[0.980831,0.013845749,0.00313301,0.001483722,0.0002027404,0.0002341917,0.00020941212,0.0000066368693,0.000053531367],"genre_scores_gemma":[0.9947385,0.0013620477,0.0033912552,0.00009904293,0.000012567403,0.00002353547,0.00032736454,0.0000026073399,0.00004306214],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988578,0.00014981905,0.00024307416,0.0003871564,0.00006926621,0.00029288107],"domain_scores_gemma":[0.9991419,0.0005943618,0.000074060634,0.00013933222,0.0000021000928,0.00004827534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023498654,0.000107554355,0.00032056408,0.00046001957,0.000050637867,0.0000050983786,0.0001523345,0.00013967353,0.00018285275],"category_scores_gemma":[0.000038598373,0.000093930386,0.000057432262,0.0001581816,0.0006620294,0.000075116244,0.00005675716,0.00022968472,0.0000030818476],"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":[0.000049379712,0.000035972666,0.98909765,0.00002571328,0.00019991204,0.000008942297,0.0021473998,0.0008612225,0.00013877744,0.00008189697,0.000017874549,0.007335278],"study_design_scores_gemma":[0.00019983869,0.000067415574,0.9363293,0.000008483111,0.00009486027,0.0000038692374,0.00029138755,0.052974407,0.000029505372,0.00959496,0.00032747822,0.00007850825],"about_ca_topic_score_codex":0.0003896392,"about_ca_topic_score_gemma":0.013755278,"teacher_disagreement_score":0.052768342,"about_ca_system_score_codex":0.000007235276,"about_ca_system_score_gemma":0.000013987752,"threshold_uncertainty_score":0.7675768},"labels":[],"label_agreement":null},{"id":"W4407756889","doi":"10.3389/fearc.2025.1513697","title":"Research in Great Lakes submerged site archaeology: past, present and future","year":2025,"lang":"en","type":"article","venue":"Frontiers in Environmental Archaeology","topic":"Historical and Cultural Archaeology Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Parks Canada","funders":"Parks Canada","keywords":"Archaeology; Geography; Geology; Oceanography","score_opus":0.014203469299281759,"score_gpt":0.2748298922064075,"score_spread":0.2606264229071258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407756889","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":[0.9119067,0.010997025,0.0000820498,0.06892724,0.0013497085,0.0005946965,0.000012038497,0.00003486675,0.0060956576],"genre_scores_gemma":[0.9794719,0.01042604,0.0013761125,0.0003468997,0.0006281994,0.00020470477,0.000018216897,0.0000105754525,0.00751734],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99633265,0.0013604069,0.00033917313,0.0006461897,0.00031452609,0.0010070414],"domain_scores_gemma":[0.9994224,0.0001829818,0.00004426547,0.00020083775,0.000011353758,0.00013818966],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010062425,0.00020817365,0.00044917912,0.0005678517,0.00043162552,0.0000041844896,0.0003828824,0.00030494825,0.000094694886],"category_scores_gemma":[0.000025097352,0.00018818493,0.00005796174,0.0006073677,0.010920544,0.00011623922,0.0009727755,0.0007805577,0.000020305028],"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":[0.00014395433,0.00009677049,0.89569354,0.000015184085,0.00003207229,0.000103388375,0.059891984,0.000007432149,0.000051166076,0.005460555,0.0054581263,0.033045817],"study_design_scores_gemma":[0.00055851374,0.0000794612,0.3604104,0.000013449647,0.000006936834,0.0000031051234,0.019187916,0.000025654292,0.000009838212,0.034781307,0.58476996,0.00015344482],"about_ca_topic_score_codex":0.0021966237,"about_ca_topic_score_gemma":0.013307865,"teacher_disagreement_score":0.57931185,"about_ca_system_score_codex":0.00053221214,"about_ca_system_score_gemma":0.000040925384,"threshold_uncertainty_score":0.99177116},"labels":[],"label_agreement":null},{"id":"W4411395117","doi":"10.3389/fearc.2025.1520345","title":"Emerging strontium isoscapes of Anatolia (Türkiye): new datasets and perspectives in bioavailable 87Sr/86Sr baseline studies","year":2025,"lang":"en","type":"article","venue":"Frontiers in Environmental Archaeology","topic":"Archaeology and ancient environmental studies","field":"Earth and Planetary Sciences","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":"Simon Fraser University","funders":"","keywords":"Isotopes of strontium; Baseline (sea); Strontium; Geography; Geology; Oceanography; Chemistry","score_opus":0.011461472347254958,"score_gpt":0.22750845212461204,"score_spread":0.2160469797773571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411395117","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":[0.9111822,0.08499929,0.0011420986,0.0014222356,0.00041665218,0.00026063668,0.00022738616,0.000011203701,0.0003382478],"genre_scores_gemma":[0.9731776,0.018789537,0.0071083824,0.0001530995,0.000020871328,0.00000418657,0.00014056254,0.000004122166,0.00060163345],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983292,0.00017564764,0.00038107642,0.00053128257,0.0001298336,0.00045294254],"domain_scores_gemma":[0.9995318,0.00012578165,0.00009041901,0.00018245599,0.0000017331594,0.00006778286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032811944,0.00022581597,0.0004892733,0.00035825386,0.00010285674,0.0000018818573,0.00022487527,0.00009000651,0.00032758166],"category_scores_gemma":[0.00004706022,0.00021202544,0.000041698262,0.00020064104,0.0026985407,0.00016866137,0.00032400314,0.0002238082,0.00001044122],"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":[0.00012624341,0.000062592815,0.97046167,0.000026648493,0.00008192343,0.000027959051,0.0040351185,0.00073158846,0.000044030847,0.0001118416,0.0015740633,0.022716302],"study_design_scores_gemma":[0.0009700077,0.00014287552,0.95863456,0.000045708774,0.000024328892,0.000006986872,0.025794439,0.0020311894,0.00020278055,0.0059551806,0.0059922505,0.00019970124],"about_ca_topic_score_codex":0.00088260905,"about_ca_topic_score_gemma":0.0037702979,"teacher_disagreement_score":0.066209756,"about_ca_system_score_codex":0.000042420077,"about_ca_system_score_gemma":0.000017947721,"threshold_uncertainty_score":0.99428856},"labels":[],"label_agreement":null},{"id":"W4412088614","doi":"10.3389/fearc.2025.1613245","title":"Modeling Coast Salish landscape/seascape use and territory with GIS","year":2025,"lang":"en","type":"article","venue":"Frontiers in Environmental Archaeology","topic":"Maritime and Coastal Archaeology","field":"Arts and Humanities","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":"Esri (Canada); Simon Fraser University; University of British Columbia; Fisheries and Oceans Canada","funders":"","keywords":"Seascape; Geography; Landscape ecology; Land use; Environmental resource management; Ecology; Fishery; Environmental science; Habitat; Biology","score_opus":0.0071972799386331035,"score_gpt":0.17034773599856146,"score_spread":0.16315045605992834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412088614","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":[0.98941654,0.000986825,0.0037134895,0.0007167457,0.0005785435,0.00024018488,0.000059306898,0.000042852767,0.004245539],"genre_scores_gemma":[0.99191594,0.0003471696,0.0022776448,0.00078922324,0.00009312272,0.00005108839,0.00007394357,0.000019508781,0.004432352],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99876475,0.00010348902,0.00023431052,0.00040180754,0.00010486113,0.00039075236],"domain_scores_gemma":[0.9996484,0.00004496282,0.000032869037,0.00019902093,0.0000052383175,0.00006954401],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008956471,0.0002079886,0.0003119224,0.00027029085,0.00014696916,0.000022873255,0.00016739234,0.000080435435,0.000334334],"category_scores_gemma":[0.000006834786,0.00018557916,0.000038558468,0.000027213888,0.0019506445,0.00024488466,0.00047268928,0.00025414542,0.0000056294257],"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":[0.00055161066,0.00021346538,0.9194143,0.00006189975,0.0001633208,0.00013526696,0.026803747,0.00062632863,0.00004592727,0.031443406,0.0033926673,0.017148074],"study_design_scores_gemma":[0.010122063,0.0018647001,0.10770404,0.00034998357,0.00032802275,0.00020331387,0.079174645,0.13592538,0.00014348525,0.12796494,0.533819,0.0024004288],"about_ca_topic_score_codex":0.001222822,"about_ca_topic_score_gemma":0.00914699,"teacher_disagreement_score":0.81171024,"about_ca_system_score_codex":0.00004311714,"about_ca_system_score_gemma":0.000018021115,"threshold_uncertainty_score":0.75676984},"labels":[],"label_agreement":null},{"id":"W4412883139","doi":"10.3389/fearc.2025.1653001","title":"Editorial: Stable isotope analysis of archaeobotanical remains","year":2025,"lang":"en","type":"editorial","venue":"Frontiers in Environmental Archaeology","topic":"Archaeology and ancient environmental studies","field":"Earth and Planetary Sciences","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":"Trent University","funders":"","keywords":"Isotope analysis; Stable isotope ratio; Geography; Archaeology; Geology; Oceanography; Nuclear physics; Physics","score_opus":0.0035341544250035535,"score_gpt":0.19657233202110122,"score_spread":0.19303817759609768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412883139","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010811813,0.0046704737,0.0011166036,0.0001132485,0.9787572,0.00041299235,0.0030343565,0.000026305474,0.0010569845],"genre_scores_gemma":[0.050622698,0.023373114,0.008126997,0.00016240071,0.9017304,0.000041194184,0.010494245,0.000036327005,0.005412611],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956926,0.00045294018,0.0009347423,0.0011002192,0.0009163616,0.00090314884],"domain_scores_gemma":[0.9979282,0.0009318521,0.0003902784,0.00058974634,0.000009854716,0.00015004314],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007424017,0.0005474759,0.0017453353,0.0009817543,0.00015073974,0.0000039689667,0.0009393038,0.0011781832,0.0012474977],"category_scores_gemma":[0.00022343216,0.00052964594,0.00042505603,0.00070779753,0.004101251,0.00011432191,0.000620876,0.0013417918,0.000036992984],"study_design_candidate":"not_applicable","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":[0.00019519075,0.000073231495,0.51693904,0.000031483847,0.00083602616,0.000020465248,0.0004327859,0.0017867915,0.000002480124,0.000009261579,0.47794387,0.0017293739],"study_design_scores_gemma":[0.0006012522,0.00026931515,0.18906185,0.000038401515,0.00078091153,6.2170426e-7,0.00038171269,0.0010242036,0.000010469647,0.002022931,0.8053607,0.00044767032],"about_ca_topic_score_codex":0.0011300334,"about_ca_topic_score_gemma":0.006338317,"teacher_disagreement_score":0.3278772,"about_ca_system_score_codex":0.00012765257,"about_ca_system_score_gemma":0.00009890549,"threshold_uncertainty_score":0.9997155},"labels":[],"label_agreement":null}]}