{"meta":{"query_hash":"6235da41bcbe","filters":{"venue":"Themes in contemporary 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/6235da41bcbe","api":"https://metacan.xera.ac/api/v1/cohort?venue=Themes+in+contemporary+archaeology"},"results":[{"id":"W4385246887","doi":"10.1007/978-3-031-34336-0_3","title":"Going New Places: Dispersal and Establishment of the Aurignacian Technocomplex in Europe During the Marine Isotopic Stage 3 (MIS 3)","year":2023,"lang":"en","type":"book-chapter","venue":"Themes in contemporary archaeology","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Aurignacian; Biological dispersal; Stage (stratigraphy); Geopark; Geography; Marine isotope stage; Geology; Archaeology; Paleontology; Sociology; Tourism; Demography","score_opus":0.039460409660359706,"score_gpt":0.24347252142034026,"score_spread":0.20401211175998055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385246887","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":[0.96506584,0.004097631,0.00019471951,0.00029437232,0.000039168764,0.000008099304,0.00015587725,0.0000048188667,0.030139543],"genre_scores_gemma":[0.9887509,0.0016209395,0.00035670924,0.00007768642,0.0000191681,0.0000075190237,0.0001507682,0.000008913687,0.0090074055],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998498,0.000033310094,0.0000093730005,0.000041022944,0.0000178947,0.00004851238],"domain_scores_gemma":[0.99983394,0.00004644456,0.000044715587,0.000018470773,0.000023032148,0.00003345228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042149192,0.00015500395,0.00014372892,0.0010887069,0.0011706783,0.0016961335,0.000408327,0.0003749595,0.002242072],"category_scores_gemma":[0.00053896336,0.00009029727,0.00016590238,0.0018454187,0.0015974294,0.00089986477,0.0014376164,0.00051897333,0.00031256455],"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":[0.00048561153,0.000079852165,0.34408796,0.0001964025,0.0000692756,0.003455285,0.22923015,0.00038667137,0.004066852,0.042737383,0.004792293,0.3704123],"study_design_scores_gemma":[0.0000047779286,0.00007749507,0.90991455,0.00017019617,0.00001549913,0.0010508557,0.037290126,0.00005931619,0.00040310933,0.0017487117,0.04924829,0.000017047192],"about_ca_topic_score_codex":0.022640593,"about_ca_topic_score_gemma":0.068531886,"teacher_disagreement_score":0.022640593,"about_ca_system_score_codex":0.0007709196,"about_ca_system_score_gemma":0.00056301436,"threshold_uncertainty_score":0.0450176},"labels":[],"label_agreement":null},{"id":"W4385254748","doi":"10.1007/978-3-031-34336-0","title":"Modelling Human-Environment Interactions in and beyond Prehistoric Europe","year":2023,"lang":"en","type":"book","venue":"Themes in contemporary archaeology","topic":"Pleistocene-Era Hominins and Archaeology","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Prehistory; Geography; Archaeology","score_opus":0.09112183947991531,"score_gpt":0.31853760462511593,"score_spread":0.22741576514520062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385254748","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":[0.63900065,0.004369684,0.2829875,0.0024391415,0.00022580326,0.000054839034,0.0010067746,0.00029832023,0.069617234],"genre_scores_gemma":[0.95966506,0.0014979292,0.02599825,0.00009850494,0.000040809762,0.00005485361,0.0002905744,0.00008391158,0.012270065],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998677,0.00006957822,0.000005670586,0.000027917351,0.00000940308,0.000019711404],"domain_scores_gemma":[0.99963474,0.00029238506,0.000016602999,0.000019066318,0.000018251929,0.00001898181],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036180194,0.0006229856,0.0005269653,0.0002896517,0.00050763175,0.0019117175,0.0009435253,0.0012605841,0.0038166419],"category_scores_gemma":[0.001236113,0.00053158007,0.0006233158,0.0007043674,0.000989132,0.0021835535,0.0012204144,0.00086626865,0.00021356516],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016127646,0.00002116624,0.0021571617,0.00002170214,0.00003609265,0.00006801722,0.00021810978,0.975493,0.0001641658,0.01659439,0.00041940642,0.0047906586],"study_design_scores_gemma":[0.000012594522,0.000028010923,0.0030357258,0.000031705775,0.000038087586,0.000047767433,0.00059190055,0.9314369,0.00023261379,0.0581306,0.006394657,0.000019436473],"about_ca_topic_score_codex":0.051183067,"about_ca_topic_score_gemma":0.0517906,"teacher_disagreement_score":0.051183067,"about_ca_system_score_codex":0.0009100999,"about_ca_system_score_gemma":0.0012859722,"threshold_uncertainty_score":0.10177034},"labels":[],"label_agreement":null},{"id":"W4385256381","doi":"10.1007/978-3-031-34336-0_7","title":"Why Were Rabbits Hunted in the Past? Insights from an Agent-Based Model of Human Diet Breadth in Iberia During the Last Glacial Maximum","year":2023,"lang":"en","type":"book-chapter","venue":"Themes in contemporary archaeology","topic":"Pleistocene-Era Hominins and Archaeology","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":"Université de Montréal","funders":"","keywords":"Dynamism; Foraging; Ecology; Glacial period; Geography; Predation; Last Glacial Maximum; Flannery; Relevance (law); dBm; Agricultural revolution; Biology; Engineering; Epistemology; Paleontology; Philosophy; Political science; Agriculture; Law","score_opus":0.06065418072883738,"score_gpt":0.2993525178645275,"score_spread":0.2386983371356901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385256381","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":[0.86673224,0.0032535545,0.03294122,0.0062529785,0.000050100167,0.000024714867,0.00038164225,0.0000480984,0.090315476],"genre_scores_gemma":[0.99151504,0.0005538396,0.0042210333,0.00013709144,0.0000112956,0.000020183614,0.000058592454,0.000012329949,0.0034705626],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997912,0.00010592082,0.00000763161,0.000048706872,0.000014945615,0.000031600335],"domain_scores_gemma":[0.9993568,0.00038652544,0.00013662099,0.000033189277,0.000027202075,0.000059644037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009558826,0.00032232833,0.00040074534,0.0006915208,0.0008208194,0.0026300512,0.0007657916,0.001012154,0.0036810648],"category_scores_gemma":[0.0018604188,0.00028029914,0.00041790676,0.0007800991,0.0018259265,0.0019119731,0.0007412586,0.0006369793,0.000227336],"study_design_candidate":"simulation_or_modeling","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":[0.00036086136,0.00018922458,0.093504414,0.00015059246,0.0003314537,0.0009974869,0.014165727,0.08321469,0.0019651405,0.760344,0.0024989787,0.04227737],"study_design_scores_gemma":[0.000075698474,0.0001381908,0.09670868,0.0001685702,0.0002212854,0.00076357624,0.010828074,0.24441868,0.00038343592,0.62772053,0.018499782,0.00007345138],"about_ca_topic_score_codex":0.019827465,"about_ca_topic_score_gemma":0.021559471,"teacher_disagreement_score":0.019827465,"about_ca_system_score_codex":0.0016617562,"about_ca_system_score_gemma":0.00061219244,"threshold_uncertainty_score":0.03942412},"labels":[],"label_agreement":null},{"id":"W4385258885","doi":"10.1007/978-3-031-34336-0_2","title":"The Last of Them: Investigating the Palaeogeography of the Last Neanderthals in Europe (Marine Isotopic Stage 3)","year":2023,"lang":"en","type":"book-chapter","venue":"Themes in contemporary archaeology","topic":"Pleistocene-Era Hominins and Archaeology","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Palaeogeography; Stage (stratigraphy); Geology; Paleontology","score_opus":0.07461606649658786,"score_gpt":0.2894064812045592,"score_spread":0.21479041470797133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385258885","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":[0.8755121,0.03095376,0.0019495736,0.0032677858,0.0002643202,0.0000309247,0.00082471094,0.000026847762,0.08716992],"genre_scores_gemma":[0.90601003,0.014984005,0.0045463075,0.0009052222,0.00009278182,0.000059075403,0.00090357783,0.00006610966,0.072432876],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99986076,0.00002952869,0.000012179412,0.000031562806,0.000025457628,0.000040408806],"domain_scores_gemma":[0.99986064,0.000044899676,0.00003217111,0.000011019478,0.000029138168,0.000022113034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046348767,0.00021238576,0.00020565807,0.0013284329,0.0011766186,0.0017485697,0.000424849,0.00044247758,0.0021495915],"category_scores_gemma":[0.00090448855,0.00013795028,0.00021297992,0.0026273783,0.00081307406,0.0012887317,0.0011158936,0.0004705738,0.00020643449],"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":[0.00024108683,0.000058024514,0.21355721,0.0006038488,0.0001251101,0.0018192906,0.2440953,0.0003001891,0.011122443,0.045836642,0.01516933,0.4670715],"study_design_scores_gemma":[0.000005103395,0.00009905344,0.6743107,0.0008130314,0.000060568524,0.0015960473,0.067893304,0.00008889803,0.002567403,0.006217116,0.24632376,0.000025101615],"about_ca_topic_score_codex":0.029712362,"about_ca_topic_score_gemma":0.16931446,"teacher_disagreement_score":0.029712362,"about_ca_system_score_codex":0.0008283278,"about_ca_system_score_gemma":0.0010034675,"threshold_uncertainty_score":0.059078813},"labels":[],"label_agreement":null},{"id":"W4391943201","doi":"10.1007/978-3-031-51963-5_6","title":"An Exceptional Twelfth-Century Tile Floor, Its Origins and the Network Behind It: Compositional Analysis of Tiles from St. Lawrence Church in Roskilde, Denmark","year":2024,"lang":"en","type":"book-chapter","venue":"Themes in contemporary archaeology","topic":"Cultural Heritage Materials Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tile; Mosaic; Quarter (Canadian coin); Archaeology; Parallels; Art; History; Ancient history; Art history; Engineering","score_opus":0.044625756665083935,"score_gpt":0.2673646529918123,"score_spread":0.22273889632672833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391943201","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":[0.8636564,0.0025936016,0.002642003,0.00039368036,0.0000960677,0.000037945123,0.00057626795,0.000035735662,0.12996832],"genre_scores_gemma":[0.9722668,0.00054650084,0.0013026585,0.00003553879,0.000010344884,0.00000965495,0.00022584885,0.000089613226,0.025513059],"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996358,0.00008673049,0.000018282695,0.00008161263,0.000095295334,0.00008220488],"domain_scores_gemma":[0.99974674,0.000098156415,0.000034418932,0.0000343676,0.000043628734,0.000042717766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039684278,0.00023804141,0.00019945223,0.0016173712,0.0049024737,0.003226495,0.0004929641,0.00039835906,0.0067084725],"category_scores_gemma":[0.0010281982,0.0002948365,0.0001739031,0.0018568176,0.0047771106,0.0008057695,0.002125051,0.00063454476,0.0005753307],"study_design_candidate":"bench_or_experimental","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":[0.00027094808,0.00003193351,0.03245188,0.00052764383,0.000035995377,0.0026895355,0.8333983,0.0006151076,0.0068592667,0.045997504,0.007451741,0.06967006],"study_design_scores_gemma":[0.000006693409,0.000041133775,0.17223899,0.00080660346,0.000052330375,0.0012979863,0.5158771,0.00025981656,0.0020993934,0.0022234558,0.3050685,0.00002796751],"about_ca_topic_score_codex":0.081178285,"about_ca_topic_score_gemma":0.45007706,"teacher_disagreement_score":0.081178285,"about_ca_system_score_codex":0.0031851728,"about_ca_system_score_gemma":0.0017936912,"threshold_uncertainty_score":0.16141152},"labels":[],"label_agreement":null},{"id":"W4405932153","doi":"10.1007/978-3-031-73643-8_13","title":"Concluding Remarks: Creatures of the Water","year":2024,"lang":"en","type":"book-chapter","venue":"Themes in contemporary archaeology","topic":"Ukraine: War, Education, Health","field":"Environmental Science","cited_by":1,"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 Winnipeg","funders":"","keywords":"Creatures; History; Archaeology; Natural (archaeology)","score_opus":0.03039399342493261,"score_gpt":0.2777668352411829,"score_spread":0.2473728418162503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405932153","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00941861,0.019796433,0.006007135,0.7173872,0.02109792,0.00014223933,0.00090754614,0.00018203275,0.22506087],"genre_scores_gemma":[0.16199686,0.018038275,0.0080561135,0.26967758,0.0157571,0.00030846006,0.0007124077,0.0003351503,0.52511805],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99947995,0.00022101398,0.000026839056,0.000102264516,0.00008701835,0.000082958926],"domain_scores_gemma":[0.99816567,0.0009519839,0.00008863671,0.000085115025,0.00056798547,0.00014070471],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014761469,0.00042395305,0.00044640302,0.0008034839,0.0029195214,0.0031791907,0.0016810475,0.0031818757,0.028484123],"category_scores_gemma":[0.004043766,0.0001777504,0.00034925243,0.00094790483,0.004438371,0.0050352793,0.0019436874,0.0033355276,0.0068474407],"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":[0.000083501174,0.00002851584,0.0008640274,0.0003614801,0.000013494732,0.00029019077,0.012273217,0.0005040784,0.00039215363,0.3848107,0.5799745,0.0204042],"study_design_scores_gemma":[0.000013214259,0.000013076486,0.00094348576,0.00029392744,0.0000099751405,0.00010600437,0.014977846,0.00015488401,0.0002699685,0.09173655,0.89146566,0.00001546407],"about_ca_topic_score_codex":0.0198737,"about_ca_topic_score_gemma":0.02560452,"teacher_disagreement_score":0.028484123,"about_ca_system_score_codex":0.0020783253,"about_ca_system_score_gemma":0.0021174357,"threshold_uncertainty_score":0.09528893},"labels":[],"label_agreement":null}]}