{"meta":{"query_hash":"1266e41582f4","filters":{"venue":"Journal of Computer Applications in Archaeology"},"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/1266e41582f4","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Computer+Applications+in+Archaeology"},"results":[{"id":"W2804908625","doi":"10.5334/jcaa.7","title":"Whither Digital Archaeological Knowledge? The Challenge of Unstable Futures","year":2018,"lang":"en","type":"article","venue":"Journal of Computer Applications in Archaeology","topic":"3D Surveying and Cultural Heritage","field":"Earth and Planetary Sciences","cited_by":20,"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":"Horizon 2020 Framework Programme; University of Toronto; European Commission","keywords":"Diversity (politics); Openness to experience; Witness; Futures contract; Politics; Class conflict; Class (philosophy); Strengths and weaknesses; Mediation; History; Scale (ratio); Sociology; Law; Computer science; Political science; Social science; Business; Geography; Psychology; Artificial intelligence; Social psychology; Cartography","score_opus":0.01948903854225005,"score_gpt":0.25339363057364866,"score_spread":0.23390459203139863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804908625","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":[0.95800656,0.0021558506,0.030750442,0.0021013105,0.00036808272,0.00020100005,0.0000165307,0.000012936454,0.0063873087],"genre_scores_gemma":[0.9958844,0.00009676481,0.0033515126,0.000058078655,0.0005310977,0.0000014641615,0.000005672401,0.0000019934853,0.000068987065],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99907947,0.00013722558,0.00037401915,0.00011534093,0.00011427231,0.00017969857],"domain_scores_gemma":[0.9990815,0.00036175232,0.00018387445,0.0001691074,0.00015094852,0.00005279916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044316667,0.000086676235,0.00021330046,0.00008830479,0.00007988313,0.000008646619,0.0005009397,0.00006089786,0.0002423043],"category_scores_gemma":[0.000015410607,0.000046276,0.000068916575,0.0002254606,0.0009243469,0.000093521136,0.000057595815,0.00022839605,0.0000304681],"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":[0.00009054397,0.00015769005,0.61033785,0.00001927909,0.000051597708,0.000008268556,0.013662152,0.0006743537,0.0000102837585,0.007001224,0.0005638919,0.36742285],"study_design_scores_gemma":[0.000442366,0.001105135,0.87052697,0.000032119417,0.000010824057,0.00018426284,0.00072366465,0.0035093229,0.0000437025,0.05831101,0.06495888,0.00015176644],"about_ca_topic_score_codex":0.00003734276,"about_ca_topic_score_gemma":0.0011152632,"teacher_disagreement_score":0.3672711,"about_ca_system_score_codex":0.0000036426588,"about_ca_system_score_gemma":0.00003918003,"threshold_uncertainty_score":0.34057948},"labels":[],"label_agreement":null},{"id":"W2807189260","doi":"10.5334/jcaa.8","title":"Fleshing Out the Bones: Studying the Human Remains Trade with Tensorflow and Inception","year":2018,"lang":"en","type":"article","venue":"Journal of Computer Applications in Archaeology","topic":"Forensic Anthropology and Bioarchaeology Studies","field":"Arts and Humanities","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Social Sciences and Humanities Research Council of Canada; Yale University","keywords":"Rhetoric; Metadata; Ask price; Computer science; Social media; Class (philosophy); Artificial intelligence; World Wide Web; Linguistics; Business","score_opus":0.03465044001829461,"score_gpt":0.28352091207270097,"score_spread":0.24887047205440635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807189260","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":[0.91504014,0.0004761594,0.02530212,0.05769609,0.00038118835,0.00036694325,0.0000024467624,0.00001773464,0.00071720884],"genre_scores_gemma":[0.99596673,0.00007188231,0.0015840023,0.0008543438,0.0014117112,0.000019228275,0.0000011141142,0.0000065440577,0.000084425],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99913514,0.00015781102,0.00031619615,0.00012516581,0.00009130223,0.0001744109],"domain_scores_gemma":[0.9991581,0.00032678488,0.00022217471,0.00016472425,0.00010753012,0.000020703323],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004684345,0.00010682138,0.00021026321,0.00010832327,0.0008980663,0.000015504813,0.000279048,0.000041103383,0.000021677879],"category_scores_gemma":[0.000007719242,0.000049189402,0.000036361784,0.000047480546,0.025783958,0.000073019626,0.00017064007,0.0003518133,0.0000024191268],"study_design_candidate":"theoretical_or_conceptual","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":[0.000038858685,0.000066596265,0.034454174,0.000007320324,0.00012588639,0.0000066806115,0.23064844,0.000011418948,0.000009804473,0.72541904,0.0006362692,0.0085754795],"study_design_scores_gemma":[0.0027279046,0.004319948,0.20896697,0.00017621895,0.00030984933,0.0013183468,0.29758173,0.0011067131,0.00009973593,0.2112925,0.27152446,0.0005756174],"about_ca_topic_score_codex":0.00009366376,"about_ca_topic_score_gemma":0.022957489,"teacher_disagreement_score":0.51412654,"about_ca_system_score_codex":0.00001751358,"about_ca_system_score_gemma":0.000020523115,"threshold_uncertainty_score":0.99487096},"labels":[],"label_agreement":null},{"id":"W3016977472","doi":"10.5334/jcaa.48","title":"Ethics in Archaeological Lidar","year":2020,"lang":"en","type":"article","venue":"Journal of Computer Applications in Archaeology","topic":"Archaeological Research and Protection","field":"Earth and Planetary Sciences","cited_by":40,"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 British Columbia","funders":"","keywords":"Lidar; Remote sensing; Archaeology; Geography; Baseline (sea); Vegetation (pathology); History; Environmental resource management; Geology; Environmental science","score_opus":0.05979321018696907,"score_gpt":0.31073734696465016,"score_spread":0.25094413677768107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016977472","genre_codex":"methods","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":[0.4616483,0.0004745057,0.5154918,0.02165297,0.00007354637,0.00032304754,0.00000495494,0.0000147888195,0.00031615037],"genre_scores_gemma":[0.9360277,0.00036225282,0.062092047,0.0012292834,0.0002721072,0.000004590647,0.0000068066997,0.0000020884627,0.0000030970725],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981652,0.0005100122,0.0005339448,0.00020103066,0.0002749124,0.00031492853],"domain_scores_gemma":[0.9981951,0.0012392858,0.0001535794,0.00010233773,0.00008743655,0.00022226761],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00107027,0.00010309197,0.00028984362,0.00026203107,0.00004800904,0.0000056585677,0.0005357488,0.00016499274,0.0003363094],"category_scores_gemma":[0.0003124086,0.00007679341,0.00007026541,0.0005698541,0.00059602887,0.00010116529,0.00011354571,0.0015729108,0.00004408971],"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":[0.0002713267,0.000032432155,0.79780793,0.00002667582,0.00001018364,0.0001480414,0.005242574,0.012237935,0.00002294371,0.004305418,0.000030160003,0.1798644],"study_design_scores_gemma":[0.0005726262,0.0012442389,0.8298559,0.000015646718,0.0000023997047,0.00012010424,0.000114732364,0.015885683,0.000040062656,0.1356372,0.016394963,0.00011641952],"about_ca_topic_score_codex":0.00016421349,"about_ca_topic_score_gemma":0.0009461202,"teacher_disagreement_score":0.47437945,"about_ca_system_score_codex":0.000010404494,"about_ca_system_score_gemma":0.0001272247,"threshold_uncertainty_score":0.6833602},"labels":[],"label_agreement":null},{"id":"W4386611574","doi":"10.5334/jcaa.132","title":"Sorghum and Finger Millet Cultivation during the Aksumite Period: Insights from Ethnoarchaeological Modelling and Microbotanical Analysis","year":2023,"lang":"en","type":"article","venue":"Journal of Computer Applications in Archaeology","topic":"Archaeology and ancient environmental studies","field":"Earth and Planetary Sciences","cited_by":5,"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","keywords":"Eleusine; Ethnoarchaeology; Sorghum; Prehistory; Archaeological record; Agriculture; Archaeology; Geography; Period (music); Settlement (finance); Agroforestry; Agronomy; Forestry; Biology; Finger millet; Art","score_opus":0.013587668411175834,"score_gpt":0.2177399612183144,"score_spread":0.20415229280713856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386611574","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":[0.91865987,0.0015827232,0.07783979,0.0017581658,0.000038251546,0.00009706153,0.0000075204207,0.000008647609,0.000008003151],"genre_scores_gemma":[0.9877117,0.0018331044,0.010204396,0.000120113946,0.00009071823,0.0000033749166,0.000020700765,0.0000018719381,0.000014016981],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990678,0.00013264365,0.00031848694,0.00020432496,0.000106734115,0.00017003166],"domain_scores_gemma":[0.99919766,0.0005025984,0.00012985391,0.000099247554,0.00001735899,0.000053267697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021331549,0.00009955049,0.00024795943,0.00021459674,0.00025124263,0.0000062239465,0.00017892897,0.00007285065,0.00002864998],"category_scores_gemma":[0.000007833211,0.00006343247,0.00005628264,0.0003995225,0.0011312948,0.00006939529,0.00019359257,0.0002775265,0.000005933542],"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":[0.00003378839,0.000011780052,0.9076594,0.0000042970983,0.00010910874,0.0000162019,0.005956535,0.082059205,0.00005820194,0.0002331424,0.000004419032,0.0038539104],"study_design_scores_gemma":[0.0001999592,0.000049865648,0.88700974,0.000005073085,0.00003775704,0.000028534869,0.00030745403,0.10232827,0.00001153219,0.009168748,0.0007877977,0.000065286986],"about_ca_topic_score_codex":0.00010129521,"about_ca_topic_score_gemma":0.0005193125,"teacher_disagreement_score":0.06905186,"about_ca_system_score_codex":0.000005831063,"about_ca_system_score_gemma":0.000006404445,"threshold_uncertainty_score":0.41683027},"labels":[],"label_agreement":null},{"id":"W4390886556","doi":"10.5334/jcaa.137","title":"Buy One Get One: The Legal and Socio-Cultural Context of ‘Gifting’ Within the Australian Human Remains Trade","year":2024,"lang":"en","type":"article","venue":"Journal of Computer Applications in Archaeology","topic":"Archaeological Research and Protection","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Context (archaeology); Business; History; Archaeology","score_opus":0.03907331787555927,"score_gpt":0.302488083224606,"score_spread":0.26341476534904673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390886556","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":[0.9330289,0.0011790243,0.024187231,0.040835496,0.00011158621,0.00044410475,0.000016900383,0.000013422518,0.00018338609],"genre_scores_gemma":[0.99384713,0.00015666944,0.005449771,0.00019752528,0.0002884754,0.000005601235,0.000008057511,0.0000022509705,0.00004451743],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986973,0.00032458652,0.00042169163,0.00013612804,0.0002247769,0.00019554919],"domain_scores_gemma":[0.9989083,0.00068491226,0.00015708026,0.00012607874,0.000049465096,0.00007420558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001169061,0.00008576801,0.00019128963,0.00010742201,0.00020971149,0.000028526269,0.00040592812,0.000068077046,0.00006822406],"category_scores_gemma":[0.000035614386,0.000043872613,0.00006896308,0.00023448277,0.0014486645,0.00011922987,0.00006247915,0.0007212813,0.000004266515],"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":[0.0002885117,0.00012720861,0.13490832,0.0002241563,0.00040266107,0.00006765946,0.049778283,0.0038429834,0.001524259,0.2767662,0.0010839952,0.5309858],"study_design_scores_gemma":[0.0004958292,0.0014043904,0.6937245,0.00010715072,0.000041251456,0.0005710454,0.001984421,0.0075512035,0.00043917145,0.26303363,0.03047521,0.0001721929],"about_ca_topic_score_codex":0.00044732785,"about_ca_topic_score_gemma":0.0019670082,"teacher_disagreement_score":0.5588162,"about_ca_system_score_codex":0.000009599647,"about_ca_system_score_gemma":0.000067064,"threshold_uncertainty_score":0.53376645},"labels":[],"label_agreement":null},{"id":"W4402366081","doi":"10.5334/jcaa.149","title":"Agent-Based Modelling for the Cost-Benefit Analysis of Adaptation Strategies: A Case Study from Inuit Nunangat","year":2024,"lang":"en","type":"article","venue":"Journal of Computer Applications in Archaeology","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Arts and Humanities Research Council","keywords":"Adaptation (eye); Computer science; Operations research; Psychology; Engineering; Neuroscience","score_opus":0.08515144246470313,"score_gpt":0.41004738661849494,"score_spread":0.3248959441537918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402366081","genre_codex":"methods","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":[0.4317434,0.00032402805,0.56614447,0.000391626,0.00020751642,0.0011358114,0.00004020698,0.0000067366227,0.0000062147724],"genre_scores_gemma":[0.9808747,0.00007646716,0.017964903,0.00014688831,0.00024654716,0.00065278483,0.000014966817,0.000011952225,0.000010761747],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982232,0.00021356282,0.00095947896,0.00017894317,0.00011211912,0.00031268175],"domain_scores_gemma":[0.9947798,0.004098146,0.0004125011,0.0002392845,0.000432666,0.000037597572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010422462,0.00010942795,0.0004640024,0.0005680597,0.0005522904,0.0000072863954,0.00025614374,0.0000979529,0.000039806164],"category_scores_gemma":[0.000010140713,0.000076300574,0.00017466715,0.00067244563,0.00010286549,0.000054596505,0.00011187385,0.00041190637,0.0000026090588],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056946075,0.00016964023,0.0075468784,0.00004721339,0.0010799407,0.000057870424,0.24730434,0.73280084,0.0000020438836,0.0049580154,0.000035521,0.005940731],"study_design_scores_gemma":[0.0005419431,0.00029338608,0.0028505113,0.00002558862,0.0007968537,0.00001422552,0.12188285,0.8673409,6.305728e-7,0.0045375703,0.0016529915,0.00006251722],"about_ca_topic_score_codex":0.0072424468,"about_ca_topic_score_gemma":0.12672377,"teacher_disagreement_score":0.54913133,"about_ca_system_score_codex":0.00022615732,"about_ca_system_score_gemma":0.0005247898,"threshold_uncertainty_score":0.9993684},"labels":[],"label_agreement":null}]}