{"meta":{"query_hash":"3446c7107d66","filters":{"venue":"Bioarchaeology and social theory"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/3446c7107d66","api":"https://metacan.xera.ac/api/v1/cohort?venue=Bioarchaeology+and+social+theory"},"results":[{"id":"W2969685212","doi":"10.1007/978-3-030-27393-4_12","title":"Archaeothanatology as a Tool for Interpreting Death During Pregnancy: A Proposed Methodology Using Examples from Medieval Ireland","year":2019,"lang":"en","type":"book-chapter","venue":"Bioarchaeology and social theory","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Value (mathematics); Genealogy; Conjunction (astronomy); History; Statistics; Mathematics","score_opus":0.09727260677081374,"score_gpt":0.37567938055454836,"score_spread":0.27840677378373463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969685212","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":[0.8531531,0.023333682,0.011545883,0.0024234226,0.009463452,0.008347636,0.0020524708,0.00041353033,0.08926681],"genre_scores_gemma":[0.7564624,0.0012377986,0.0092057865,0.002200428,0.002311823,0.0003190895,0.0010561846,0.00050746085,0.22669901],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99552906,0.0013187567,0.0007693254,0.0012161849,0.00017188385,0.0009948141],"domain_scores_gemma":[0.9959265,0.002822874,0.00062619883,0.0003937751,0.00009213321,0.00013851307],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011645741,0.00065323483,0.0013969104,0.00031145406,0.00052277994,0.000009393843,0.0003644587,0.0017937087,0.0010479711],"category_scores_gemma":[0.00013866702,0.0006373302,0.00031477193,0.000025435282,0.003921972,0.0000513359,0.0005365375,0.0008255015,0.000052197393],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033863299,0.00004700572,0.0017390659,0.0005209527,0.00092962186,0.00013998969,0.030376803,4.906185e-8,0.00026662962,0.9567338,0.000022917724,0.005836802],"study_design_scores_gemma":[0.004159371,0.0009996102,0.0011130429,0.0006651191,0.0005904071,0.00032944098,0.0040798276,0.000005764389,0.0002280694,0.9809285,0.0059697833,0.00093106675],"about_ca_topic_score_codex":0.0011866232,"about_ca_topic_score_gemma":0.0007426057,"teacher_disagreement_score":0.13743222,"about_ca_system_score_codex":0.00017679563,"about_ca_system_score_gemma":0.00031353562,"threshold_uncertainty_score":0.99986523},"labels":[],"label_agreement":null},{"id":"W2982217788","doi":"10.1007/978-3-030-27393-4_10","title":"Moving Beyond the Obstetrical Dilemma Hypothesis: Birth, Weaning and Infant Care in the Plio-Pleistocene","year":2019,"lang":"en","type":"book-chapter","venue":"Bioarchaeology and social theory","topic":"Pleistocene-Era Hominins and Archaeology","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Dilemma; Homo erectus; Plio-Pleistocene; Survivorship curve; Hominidae; Human evolution; Evolutionary biology; Biology; Medicine; Biological evolution; Pleistocene; Paleontology; Population","score_opus":0.02178918495632971,"score_gpt":0.25420711181636074,"score_spread":0.23241792686003104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982217788","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":[0.5747901,0.038032297,0.000021388656,0.019312952,0.001450018,0.0023511795,0.00023513321,0.0001266722,0.36368024],"genre_scores_gemma":[0.97698987,0.0025347625,0.00005886589,0.0017890912,0.00073328795,0.00004070307,0.00001657024,0.00004508525,0.017791793],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9967492,0.0012122986,0.00041371418,0.0005890027,0.00035171135,0.00068406435],"domain_scores_gemma":[0.99479985,0.0044876765,0.00025600582,0.00029188368,0.00007946216,0.000085110194],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001794989,0.00039563928,0.0006628643,0.00025717096,0.0016434331,0.00004219046,0.0007154348,0.0009505575,0.00012445866],"category_scores_gemma":[0.00037754487,0.00026879733,0.00016398878,0.000109887915,0.015182694,0.000084009785,0.00057630264,0.0010593745,0.000015614234],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013318135,0.0000078646735,0.0056664674,0.000033711458,0.000046804103,0.00004824664,0.1273985,1.9706994e-7,0.000001541509,0.8513428,0.000051492592,0.015269197],"study_design_scores_gemma":[0.000901117,0.00030328918,0.040550966,0.000067748275,0.00012686366,0.000039268387,0.100104734,0.0000031895938,0.00000210823,0.6679737,0.18920654,0.0007205062],"about_ca_topic_score_codex":0.0005050744,"about_ca_topic_score_gemma":0.032455515,"teacher_disagreement_score":0.40219972,"about_ca_system_score_codex":0.000110417444,"about_ca_system_score_gemma":0.00038747696,"threshold_uncertainty_score":0.9999764},"labels":[],"label_agreement":null},{"id":"W3095534066","doi":"10.1007/978-3-030-53417-2_8","title":"The Bioarchaeology of Urbanization in Denmark","year":2020,"lang":"en","type":"book-chapter","venue":"Bioarchaeology and social theory","topic":"Forensic Anthropology and Bioarchaeology Studies","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Bioarchaeology; Urbanization; Survivorship curve; Geography; Population; Period (music); Demography; Rural area; Socioeconomic status; Socioeconomics; Archaeology; Ecology; Sociology; Medicine; Biology","score_opus":0.024419325010572528,"score_gpt":0.22785278800467074,"score_spread":0.2034334629940982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095534066","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":[0.0020215344,0.033803683,0.00007429195,0.1595917,0.0033713512,0.0011154531,0.00034790605,0.00013200712,0.79954207],"genre_scores_gemma":[0.7409521,0.004616656,0.000027535549,0.001045628,0.0011684695,0.000022619543,0.00008973824,0.00005829685,0.25201902],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99822825,0.00032104008,0.0005398538,0.00041257738,0.000119769276,0.000378518],"domain_scores_gemma":[0.9982759,0.0010488546,0.00032496967,0.00016251579,0.00014857147,0.000039208408],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00064992195,0.0003535551,0.0007316367,0.00017623646,0.0009530831,0.000005237101,0.0003070136,0.0006449509,0.0007464786],"category_scores_gemma":[0.00010510243,0.00025821957,0.00014994819,0.000023968953,0.30879068,0.000038233764,0.0006148187,0.00067620893,0.000044619846],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004300295,0.000010836458,0.00059272186,0.000051676117,0.00025152962,0.000031094627,0.03317805,2.2808068e-8,3.87306e-7,0.96139216,0.00091003586,0.003151466],"study_design_scores_gemma":[0.0003470552,0.00027358087,0.00012051291,0.000021724221,0.00008301473,0.000009498826,0.026693437,0.0000016740137,0.0000067526403,0.8241683,0.14803319,0.00024124885],"about_ca_topic_score_codex":0.0007210633,"about_ca_topic_score_gemma":0.04566481,"teacher_disagreement_score":0.7389305,"about_ca_system_score_codex":0.000025850364,"about_ca_system_score_gemma":0.000089331814,"threshold_uncertainty_score":0.999987},"labels":[],"label_agreement":null},{"id":"W3097224192","doi":"10.1007/978-3-030-53417-2_12","title":"Eighteenth Century Urban Growth and Parasite Spread at the Fortress of Louisbourg, Nova Scotia, Canada","year":2020,"lang":"en","type":"book-chapter","venue":"Bioarchaeology and social theory","topic":"Paleopathology and ancient diseases","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Fortress (chess); Nova scotia; Geography; Population; Sanitation; Urbanization; Archaeology; Ecology; Biology; Demography; History; Ancient history","score_opus":0.017307860493511233,"score_gpt":0.20596600325354178,"score_spread":0.18865814276003054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3097224192","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":[0.17534478,0.096299954,0.0000064893384,0.006736409,0.0027937763,0.00091796945,0.0052675614,0.00008802234,0.71254504],"genre_scores_gemma":[0.95780265,0.0011800259,0.0000014899704,0.0013151924,0.0007125698,0.0000035055555,0.00016262956,0.000025580615,0.038796373],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99888784,0.00014025146,0.0002459709,0.00032866574,0.00013999718,0.00025724954],"domain_scores_gemma":[0.99925023,0.0002755714,0.00021414287,0.0001223166,0.00005423447,0.00008347441],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016162267,0.00027693307,0.0004496787,0.000049844068,0.000609239,0.000009792386,0.00017303471,0.00021833862,0.0009158195],"category_scores_gemma":[0.000024154977,0.00020363678,0.00011126818,0.000007658153,0.011796506,0.000034839082,0.00026686036,0.00028507563,0.0000082450915],"study_design_candidate":"theoretical_or_conceptual","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":[0.00020907732,0.000010310939,0.0052595036,0.00012641244,0.00013997627,0.0000771703,0.010595317,7.1345374e-9,0.0000024617464,0.9799745,0.003240505,0.00036476314],"study_design_scores_gemma":[0.0015603312,0.00041391412,0.012027464,0.00024734196,0.0011618332,0.000057126752,0.012311366,0.0000011374045,0.00009384322,0.33298248,0.63768405,0.0014590853],"about_ca_topic_score_codex":0.02036995,"about_ca_topic_score_gemma":0.46171635,"teacher_disagreement_score":0.7824578,"about_ca_system_score_codex":0.000018983937,"about_ca_system_score_gemma":0.00016482908,"threshold_uncertainty_score":0.9999975},"labels":[],"label_agreement":null},{"id":"W4399926059","doi":"10.1007/978-3-031-49719-3_8","title":"The Poetics of Violence at Phaleron","year":2024,"lang":"en","type":"book-chapter","venue":"Bioarchaeology and social theory","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Poetics; Art; Literature; Poetry","score_opus":0.02789276539281467,"score_gpt":0.30303981892130094,"score_spread":0.2751470535284863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399926059","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002200894,0.028632022,0.000010853975,0.042685207,0.0012968425,0.00033351418,0.0000962241,0.00008234087,0.9246621],"genre_scores_gemma":[0.088753976,0.033879258,0.000006220942,0.0001408351,0.00068744033,0.000006000052,0.000003896254,0.000018488014,0.8765039],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988871,0.00017058206,0.00020979579,0.00023682474,0.00022147213,0.00027419775],"domain_scores_gemma":[0.99821115,0.0014505073,0.00012158692,0.00010097946,0.00007507868,0.00004071556],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010526235,0.0001602326,0.00030737228,0.000038315065,0.0012783948,0.000008627642,0.0002561446,0.0004728854,0.00011928564],"category_scores_gemma":[0.000121340796,0.00011611789,0.00014702127,0.000024143561,0.036131363,0.000014467431,0.0006550617,0.00031378205,0.000051023824],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005354328,0.0000037200316,0.00002057921,0.00003135678,0.00009744283,0.0000063559314,0.011892573,2.5907383e-9,0.0000030253784,0.96149975,0.00042608546,0.025965562],"study_design_scores_gemma":[0.00003128946,0.000026316846,0.000023768194,0.00004518068,0.00004641344,5.194711e-7,0.0019301432,1.1511548e-7,0.000004436261,0.58464617,0.41316876,0.00007686033],"about_ca_topic_score_codex":0.00010664217,"about_ca_topic_score_gemma":0.00657659,"teacher_disagreement_score":0.41274267,"about_ca_system_score_codex":0.00007075204,"about_ca_system_score_gemma":0.000085957916,"threshold_uncertainty_score":0.9832509},"labels":[],"label_agreement":null},{"id":"W7117958964","doi":"10.1007/978-3-032-04692-5_5","title":"Using Bioarchaeological Data to Inform Diagnostic Criteria for Acquired Syphilis in Clinical Care and Public Health Through Translational Science","year":2025,"lang":"en","type":"book-chapter","venue":"Bioarchaeology and social theory","topic":"Forensic Anthropology and Bioarchaeology Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Syphilis; Public health; Disease; Comorbidity; Treponematosis; Health care; MEDLINE; Medical care","score_opus":0.32303740342756704,"score_gpt":0.43927491526259765,"score_spread":0.11623751183503062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117958964","genre_codex":"commentary","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":[0.04268749,0.10692502,0.0056606303,0.65162504,0.014599597,0.011875175,0.022877906,0.0006016502,0.1431475],"genre_scores_gemma":[0.9619367,0.0061021424,0.004806481,0.009869761,0.0020928478,0.00009257309,0.0015879365,0.000060015012,0.013451526],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9969526,0.00027852514,0.000812247,0.0010071209,0.00017788055,0.000771642],"domain_scores_gemma":[0.9964523,0.0025874756,0.00021568287,0.00032329783,0.00029077474,0.00013050367],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0025891445,0.0004154485,0.0010188428,0.00051329663,0.0022385272,0.000029273766,0.00059919344,0.0006247464,0.00024166699],"category_scores_gemma":[0.0008615978,0.00036081712,0.00011685778,0.00007307633,0.2153904,0.000258223,0.0018609102,0.00041815912,0.0000028123013],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024109954,0.000024802564,0.001201511,0.0001661037,0.00011333738,0.000009190789,0.066479154,2.3325352e-8,1.0615433e-7,0.9093816,0.00033521757,0.022047838],"study_design_scores_gemma":[0.0013677507,0.0011301517,0.001307241,0.00016835211,0.00013194485,0.00001891967,0.07692712,0.000029612162,5.4496655e-7,0.6400541,0.27817568,0.0006885508],"about_ca_topic_score_codex":0.0010324772,"about_ca_topic_score_gemma":0.035914678,"teacher_disagreement_score":0.91924924,"about_ca_system_score_codex":0.000070507806,"about_ca_system_score_gemma":0.0008077268,"threshold_uncertainty_score":0.99988437},"labels":[],"label_agreement":null}]}