{"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987746,0.0004663216,0.000016297625,0.000055830842,0.0000014705428,0.0000034314787,0.00015245083,0.0000013144914,0.000528401],"genre_scores_gemma":[0.9991393,0.0003960353,0.00008430002,0.00001326745,0.0000016261596,0.000004186486,0.00016110907,0.0000013236428,0.00019874367],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999082,0.000009397598,0.000003891648,0.000019504338,0.0000064321544,0.00005253961],"domain_scores_gemma":[0.99988854,0.000017148672,0.00004949806,0.000008708892,0.000015926164,0.000020095153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026890554,0.00021955528,0.00018402445,0.0010917188,0.0009389261,0.00048346916,0.00043034906,0.00024005002,0.0015163234],"category_scores_gemma":[0.00034731237,0.00017061929,0.0001401018,0.0013812417,0.00069366297,0.00027597576,0.0004995426,0.0002611465,0.00013122422],"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":[0.00014797262,0.000028418843,0.97434354,0.00008363124,0.0000429036,0.0007287747,0.0064458447,0.00015505032,0.0025063762,0.00032431004,0.00037978636,0.014813351],"study_design_scores_gemma":[0.0000011641717,0.0000035822166,0.99884206,0.000011671893,0.0000028875584,0.00005436148,0.0008161361,0.000021062791,0.000021903592,0.0000074756063,0.00021649804,0.0000012655102],"about_ca_topic_score_codex":0.2447761,"about_ca_topic_score_gemma":0.5618417,"teacher_disagreement_score":0.2447761,"about_ca_system_score_codex":0.0014970917,"about_ca_system_score_gemma":0.0009160654,"threshold_uncertainty_score":0.48670268},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9996339,0.00003285761,0.000013809904,0.00001733034,0.0000014670643,8.042837e-7,0.000034552875,7.3740347e-7,0.00026452806],"genre_scores_gemma":[0.99979633,0.000038104496,0.000021545227,0.00000900371,0.0000017731215,0.0000017095549,0.000047095156,5.5219084e-7,0.00008390513],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999045,0.000018813103,0.000008358254,0.000030020854,0.0000124799435,0.000025825353],"domain_scores_gemma":[0.9997098,0.000044243374,0.00012782944,0.000014614272,0.000031314183,0.00007208712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019163145,0.00012017016,0.00011726659,0.00052514917,0.000846928,0.0007424226,0.00024639326,0.00028210884,0.0009810906],"category_scores_gemma":[0.0005719428,0.00012290677,0.00012879707,0.0007360756,0.0004483173,0.0004798538,0.0006557729,0.00025341572,0.00006913014],"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":[0.00002700538,0.000017544004,0.99695075,0.000006303523,0.00001579699,0.00007913092,0.001164234,0.00007100668,0.0002957709,0.000037687598,0.000054264707,0.0012804096],"study_design_scores_gemma":[5.802781e-7,0.000010069672,0.9969007,0.000005218455,0.000006058325,0.00003180274,0.0027487439,0.00016933122,0.000018890541,0.00001822638,0.00008867758,0.0000017796873],"about_ca_topic_score_codex":0.104320265,"about_ca_topic_score_gemma":0.30942783,"teacher_disagreement_score":0.104320265,"about_ca_system_score_codex":0.00058866123,"about_ca_system_score_gemma":0.00044653495,"threshold_uncertainty_score":0.20742607},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9997303,0.000045934787,0.000022237431,0.000004907969,5.0097145e-7,0.0000015366421,0.00002481477,0.0000018445844,0.00016790391],"genre_scores_gemma":[0.99930835,0.000096884076,0.0002005112,0.000016695352,0.0000020122823,0.000003635962,0.00011997829,0.000001755214,0.0002501514],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999941,0.000006583661,0.0000039156503,0.000026226146,0.000008089365,0.00001413055],"domain_scores_gemma":[0.99990666,0.000008766748,0.000048742982,0.0000075142034,0.000011153736,0.000017105436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000875166,0.00019886375,0.00018107695,0.00082223397,0.0006541122,0.00021445136,0.00022566623,0.00024904794,0.00080669724],"category_scores_gemma":[0.00019977751,0.00013477901,0.000080990416,0.0005454089,0.0004686186,0.00021677976,0.0003391721,0.00018959807,0.00013806042],"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":[0.00014119172,0.000049221355,0.9346758,0.000044089393,0.00003201203,0.00046604394,0.0034356245,0.00007859897,0.045638323,0.00006657986,0.00011738988,0.015255077],"study_design_scores_gemma":[0.0000011878784,0.00004618615,0.9986443,0.000006228943,0.0000062776235,0.0002627318,0.00056514674,0.00004022638,0.00018678136,0.000009610055,0.00022932491,0.0000020001942],"about_ca_topic_score_codex":0.011592663,"about_ca_topic_score_gemma":0.05760002,"teacher_disagreement_score":0.011592663,"about_ca_system_score_codex":0.00025646083,"about_ca_system_score_gemma":0.00012390252,"threshold_uncertainty_score":0.023050368},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99544394,0.0008195207,0.00014266459,0.00007241323,0.0000064945443,0.0000062521435,0.00018182407,0.0000028501436,0.0033241336],"genre_scores_gemma":[0.99864334,0.00045764053,0.00024933304,0.000021869306,0.0000101828855,0.000005622065,0.00015898436,0.000001600703,0.00045127564],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996935,0.000087543915,0.000021186437,0.000043336102,0.00008247647,0.00007197857],"domain_scores_gemma":[0.9988292,0.00026419567,0.0005106618,0.00007473909,0.0001836271,0.0001376037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006975829,0.00021547596,0.00019058642,0.0035367229,0.0010685297,0.0009889902,0.00040889412,0.0001911475,0.0030220093],"category_scores_gemma":[0.0016030411,0.00019471323,0.00011329464,0.0032815868,0.0018114856,0.0006863425,0.0018425137,0.00024502206,0.00019055554],"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":[0.00023953608,0.00004293994,0.88131684,0.00038336683,0.000041607473,0.001851879,0.048091333,0.00009969754,0.006043777,0.0017848925,0.00086463115,0.05923952],"study_design_scores_gemma":[0.0000016184385,0.000029420738,0.9912254,0.00002822366,0.0000046913324,0.00026399066,0.0064859567,0.000021627826,0.000055632765,0.00007782702,0.0018010472,0.000004481224],"about_ca_topic_score_codex":0.054003965,"about_ca_topic_score_gemma":0.22932604,"teacher_disagreement_score":0.054003965,"about_ca_system_score_codex":0.0006708356,"about_ca_system_score_gemma":0.00045211,"threshold_uncertainty_score":0.10737926},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99881977,0.00021192372,0.00003211832,0.000019541161,0.0000014457137,0.0000029195864,0.000077044235,0.0000014930174,0.0008336835],"genre_scores_gemma":[0.9993617,0.00021752503,0.00010775553,0.00000955135,0.0000037007296,0.0000037589002,0.00010711721,7.9332494e-7,0.00018807582],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998568,0.000033362914,0.0000073516803,0.00003486494,0.000035739664,0.000031819363],"domain_scores_gemma":[0.99950933,0.00013302908,0.00014106875,0.000036277685,0.00008373669,0.000096478005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040186069,0.00023049858,0.00010610875,0.0015901423,0.00091913715,0.00084284553,0.0003332114,0.00016490545,0.00080307823],"category_scores_gemma":[0.0007173581,0.00015443713,0.00007512488,0.0013849186,0.0010455353,0.00018947752,0.00063954794,0.00021265607,0.00004261389],"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":[0.0001275333,0.000036430836,0.9706566,0.00007996693,0.00006230676,0.0004756566,0.008625444,0.00023397895,0.0066434094,0.00023350993,0.0003073698,0.012517955],"study_design_scores_gemma":[6.187224e-7,0.000006174066,0.9979075,0.00000613218,0.000008371606,0.00004314147,0.0016741225,0.000030987252,0.00009608851,0.000008491091,0.00021723854,0.000001216872],"about_ca_topic_score_codex":0.15637812,"about_ca_topic_score_gemma":0.5255988,"teacher_disagreement_score":0.15637812,"about_ca_system_score_codex":0.0009823486,"about_ca_system_score_gemma":0.0006775548,"threshold_uncertainty_score":0.3109358},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82892585,0.0016193261,0.00045834656,0.016563606,0.00005076785,0.00008596805,0.00006374289,0.000020025922,0.15221235],"genre_scores_gemma":[0.98300654,0.0007870101,0.0003531492,0.0011906016,0.0000042312518,0.000027646856,0.000022656393,0.000009177699,0.014599121],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983157,0.00049464055,0.00002904042,0.00008278158,0.00022935137,0.00084850827],"domain_scores_gemma":[0.99761474,0.0007946137,0.000102999606,0.00009443117,0.00073425163,0.0006590001],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001436577,0.00018729742,0.0002818142,0.0008752526,0.024658747,0.006512422,0.0012192287,0.001551875,0.0036506427],"category_scores_gemma":[0.0029140702,0.00018597131,0.00016824687,0.0022941378,0.008596085,0.0016888275,0.0041197776,0.003040401,0.00016556056],"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":[0.00009455086,0.00033022463,0.0580581,0.00041296566,0.000038261544,0.009781527,0.64231074,0.0016437302,0.0022732052,0.20354822,0.021061398,0.06044712],"study_design_scores_gemma":[0.000018679066,0.000031612883,0.048157964,0.00040867113,0.00003441929,0.00030144962,0.8322201,0.0006885519,0.00029127247,0.005339876,0.1124507,0.00005680217],"about_ca_topic_score_codex":0.97469217,"about_ca_topic_score_gemma":0.99287534,"teacher_disagreement_score":0.06362718,"about_ca_system_score_codex":0.06362718,"about_ca_system_score_gemma":0.071330644,"threshold_uncertainty_score":0.46164972},"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":"commentary","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.043553516,0.079230785,0.23372512,0.32486835,0.041030783,0.03303334,0.052316036,0.0070353043,0.18520671],"genre_scores_gemma":[0.018809153,0.033612598,0.8030598,0.041385535,0.0029226504,0.020621207,0.012790491,0.0014957278,0.06530282],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9737302,0.010697908,0.006075259,0.0016598122,0.0068423166,0.0009944414],"domain_scores_gemma":[0.7724803,0.06657773,0.0134269,0.015888654,0.12503292,0.0065935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.054483227,0.0022093293,0.0022260891,0.013210987,0.002922922,0.0037730986,0.008209518,0.010907924,0.016440464],"category_scores_gemma":[0.12225228,0.002307675,0.0035125648,0.008832953,0.0034715303,0.0055318354,0.003314068,0.006590284,0.016473891],"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":[0.00076185295,0.0009217063,0.015890468,0.013569948,0.00022368797,0.0017838833,0.0039657713,0.0031142274,0.027513605,0.0062731435,0.5698411,0.35614055],"study_design_scores_gemma":[0.00034276475,0.00038263013,0.03630824,0.016472662,0.00034371944,0.0008731462,0.0057435725,0.0013728862,0.008245982,0.012383569,0.91711783,0.00041288938],"about_ca_topic_score_codex":0.03085372,"about_ca_topic_score_gemma":0.054626815,"teacher_disagreement_score":0.054483227,"about_ca_system_score_codex":0.0027794985,"about_ca_system_score_gemma":0.014597111,"threshold_uncertainty_score":0.28813827},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99940014,0.000094461335,0.00016592717,0.0000036854315,0.0000011183326,0.0000010767009,0.000058132428,0.0000010548258,0.0002744226],"genre_scores_gemma":[0.9990387,0.000106056614,0.0005519233,0.000010320542,0.0000015528432,0.0000020983475,0.00007260525,0.0000019388856,0.00021479282],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999608,0.000006534568,0.000004054694,0.000014056342,0.000007044984,0.000007551738],"domain_scores_gemma":[0.99992347,0.000016247568,0.000023557546,0.000006469867,0.000018759194,0.000011441866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012522152,0.0001443076,0.00011082075,0.0009779008,0.00041313254,0.00037616782,0.0001472685,0.00014750517,0.0005108601],"category_scores_gemma":[0.00015323752,0.00010139635,0.00007914952,0.0008475347,0.00026574286,0.0001677978,0.000218333,0.00009201538,0.000075391064],"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":[0.00039480734,0.000030994706,0.57286114,0.00012434922,0.00006443098,0.0009555682,0.0051052435,0.00025629497,0.39623174,0.00035474522,0.000058379766,0.023562342],"study_design_scores_gemma":[0.000002039409,0.00005057616,0.9895018,0.000009558924,0.000020069192,0.00056530203,0.002662763,0.00012690848,0.006095396,0.00007732012,0.00088092906,0.000007392315],"about_ca_topic_score_codex":0.0023959214,"about_ca_topic_score_gemma":0.008764527,"teacher_disagreement_score":0.0023959214,"about_ca_system_score_codex":0.000156222,"about_ca_system_score_gemma":0.000110589026,"threshold_uncertainty_score":0.004763961},"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":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35121548,0.53339404,0.0032131728,0.06313812,0.000892331,0.000089878944,0.0004335538,0.00009138336,0.04753207],"genre_scores_gemma":[0.5600245,0.41440094,0.010302606,0.0038360886,0.001132452,0.00015255291,0.00032266325,0.00003720118,0.0097910175],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99853146,0.00073921663,0.000092648086,0.00019697277,0.00023134504,0.00020833855],"domain_scores_gemma":[0.99554056,0.0027839884,0.00045349772,0.00023344664,0.0005280588,0.00046039245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037393544,0.0002571312,0.00033401928,0.0016931809,0.0019973011,0.0040902854,0.0006481434,0.0012754331,0.0031989357],"category_scores_gemma":[0.0030347665,0.00029530097,0.00022186588,0.0069980905,0.0050643287,0.004163895,0.0022606268,0.0010705022,0.00030762778],"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":[0.0001228092,0.00013184026,0.057627317,0.006559983,0.00006982792,0.0013022036,0.20104997,0.00035450436,0.0040808166,0.032972567,0.015347284,0.68038076],"study_design_scores_gemma":[0.000014783854,0.0003868202,0.2528823,0.0075345114,0.000056385077,0.0015935334,0.28287268,0.00026873537,0.0013434615,0.015410314,0.43752733,0.00010916353],"about_ca_topic_score_codex":0.02982382,"about_ca_topic_score_gemma":0.09931836,"teacher_disagreement_score":0.02982382,"about_ca_system_score_codex":0.0035009393,"about_ca_system_score_gemma":0.005323449,"threshold_uncertainty_score":0.059300423},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8062026,0.015590592,0.03129619,0.0028657457,0.00019796571,0.00023452332,0.12937368,0.0013544069,0.012884239],"genre_scores_gemma":[0.74830616,0.0047884528,0.0832948,0.00039008187,0.00009914691,0.00055968564,0.16058037,0.0005019988,0.0014792663],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991528,0.00024359667,0.0001077175,0.00026629207,0.00012980787,0.000099832294],"domain_scores_gemma":[0.9982322,0.0004156671,0.0003024703,0.00037799054,0.00060442596,0.000067331515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002439052,0.00069050264,0.00057655707,0.0064268573,0.00059766136,0.0017039354,0.001406209,0.0006957083,0.0020419075],"category_scores_gemma":[0.003923036,0.00034321868,0.00056971266,0.009908579,0.00060552283,0.0015789653,0.0019903025,0.00063935015,0.00083848136],"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":[0.0005354401,0.00011079442,0.6709546,0.0024895198,0.0009818224,0.0015283235,0.004562218,0.010563158,0.00810798,0.008065444,0.023522478,0.26857817],"study_design_scores_gemma":[0.00007206618,0.00007358258,0.739391,0.001820163,0.0003719909,0.00094724563,0.011476225,0.01308644,0.003591194,0.008073201,0.22096346,0.0001334419],"about_ca_topic_score_codex":0.033771988,"about_ca_topic_score_gemma":0.04203091,"teacher_disagreement_score":0.033771988,"about_ca_system_score_codex":0.0011104848,"about_ca_system_score_gemma":0.0016208505,"threshold_uncertainty_score":0.06715083},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8654273,0.00013430191,0.11802943,0.00042632624,0.00002418134,0.00013179498,0.0038011365,0.0013027027,0.01072278],"genre_scores_gemma":[0.9484243,0.0001026724,0.0474939,0.000032937973,0.000007921572,0.00011804184,0.0010864676,0.00008878703,0.0026449775],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99987173,0.000037487673,0.000009502399,0.000032484426,0.000026281014,0.000022483757],"domain_scores_gemma":[0.9997347,0.000119394936,0.00004122733,0.000026399586,0.00005466403,0.000023539154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026461174,0.00042557617,0.00024509453,0.0010674574,0.00037528257,0.000914493,0.0006828874,0.00042217816,0.002431491],"category_scores_gemma":[0.0009293269,0.0003759425,0.0005965195,0.0012629349,0.00032133667,0.00056848215,0.0006405535,0.0002979201,0.0002833169],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014553165,0.000030037005,0.01615437,0.000017600312,0.00003354477,0.000051920582,0.000074286036,0.97406095,0.00039064337,0.0017994314,0.00041146917,0.006961149],"study_design_scores_gemma":[0.0000027772342,0.000004739767,0.002751621,0.0000020082953,0.0000055703954,0.000010179812,0.00003770885,0.99588,0.000106793814,0.0006378142,0.00055672333,0.0000040943205],"about_ca_topic_score_codex":0.15845098,"about_ca_topic_score_gemma":0.15908113,"teacher_disagreement_score":0.84154904,"about_ca_system_score_codex":0.0020974432,"about_ca_system_score_gemma":0.0010425996,"threshold_uncertainty_score":0.31505734},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007684513,0.0026971037,0.00016559305,0.01965144,0.97599626,0.000019302372,0.0001487375,0.00009800496,0.0011466194],"genre_scores_gemma":[0.0006184853,0.002612208,0.00013449769,0.010039908,0.9809014,0.00002151641,0.00008597187,0.00005306888,0.0055330275],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.995877,0.0005025665,0.00061919575,0.00086373027,0.0018582846,0.00027910245],"domain_scores_gemma":[0.97945297,0.00879021,0.001276067,0.0008168418,0.0077225557,0.0019414817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005603239,0.0039163837,0.0032108922,0.0047047115,0.0031104302,0.0063714986,0.0044937483,0.012719504,0.023055011],"category_scores_gemma":[0.024342027,0.0016653221,0.0028497877,0.0016626004,0.003491302,0.0053577158,0.0015967132,0.015355864,0.019312944],"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":[0.000046200723,0.000015743428,0.000046345376,0.000190994,0.000019465511,0.00013176243,0.000016957214,0.000031415093,0.00009987858,0.00018128223,0.99415237,0.005067638],"study_design_scores_gemma":[0.000043673997,0.000033413442,0.0006295551,0.00045010386,0.00004873943,0.0004277973,0.00005623485,0.00014240171,0.00023566232,0.00077621447,0.99712473,0.000031471543],"about_ca_topic_score_codex":0.002469607,"about_ca_topic_score_gemma":0.0033260947,"teacher_disagreement_score":0.023055011,"about_ca_system_score_codex":0.0029982077,"about_ca_system_score_gemma":0.0022192746,"threshold_uncertainty_score":0.07712674},"labels":[],"label_agreement":null}]}