{"meta":{"query_hash":"79ab800e700c","filters":{"venue":"Mankind"},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"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/79ab800e700c","api":"https://metacan.xera.ac/api/v1/cohort?venue=Mankind"},"results":[{"id":"W1966973033","doi":"10.1111/j.1835-9310.1975.tb00909.x","title":"Hunters and Horticulturalists: A Preliminary Report of the 1972-4 Excavations in the Manim Valley, Papua New Guinea","year":2009,"lang":"en","type":"article","venue":"Mankind","topic":"Pacific and Southeast Asian Studies","field":"Social Sciences","cited_by":55,"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":"","keywords":"Prehistory; Archaeology; Human settlement; Subsistence agriculture; Geography; Settlement (finance); Scholarship; Agrarian society; Excavation; Agriculture; History; Political science; Law","score_opus":0.025525840030209107,"score_gpt":0.29241141161682793,"score_spread":0.26688557158661885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966973033","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":[0.9958912,0.00060907594,0.000054725682,0.00015137519,0.00001146546,0.00004144553,0.000096788055,0.0000011134351,0.0031427892],"genre_scores_gemma":[0.9887089,0.0021891335,0.00057861785,0.0002322594,0.000026229221,0.00010666538,0.0002582037,0.0000069834646,0.007892994],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9994241,0.00013830893,0.000027158647,0.000065693566,0.00006424815,0.00028059274],"domain_scores_gemma":[0.9993787,0.0002043579,0.0001544164,0.000031691303,0.00009906343,0.00013176507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089202425,0.0004994036,0.0003176308,0.002782134,0.0057329857,0.0015602754,0.0013252496,0.0009168997,0.0031531744],"category_scores_gemma":[0.0016469769,0.00064989453,0.00022484153,0.0030749268,0.0031535581,0.0009931802,0.0036866036,0.00076135056,0.0003380919],"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":[0.00010755922,0.00010462805,0.26523688,0.00035086894,0.000027241173,0.007271584,0.6940508,0.000029475246,0.0028646141,0.00028938876,0.00077861425,0.028888388],"study_design_scores_gemma":[0.000002530143,0.0000969161,0.46537662,0.0001232958,0.0000147080555,0.0013586107,0.5242027,0.0000124337685,0.0003043377,0.0000673564,0.008427512,0.000013009083],"about_ca_topic_score_codex":0.094070345,"about_ca_topic_score_gemma":0.36457226,"teacher_disagreement_score":0.094070345,"about_ca_system_score_codex":0.001838045,"about_ca_system_score_gemma":0.0021431951,"threshold_uncertainty_score":0.18704557},"labels":[],"label_agreement":null},{"id":"W1978922778","doi":"10.1111/j.1835-9310.1950.tb00225.x","title":"Migrations of the Tasmanians.","year":2009,"lang":"en","type":"article","venue":"Mankind","topic":"Australian Indigenous Culture and History","field":"Social Sciences","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":"University of Toronto","funders":"","keywords":"Citation; Library science; Computer science","score_opus":0.01690047024136831,"score_gpt":0.27239067017531043,"score_spread":0.2554901999339421,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978922778","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":[0.96511245,0.004097921,0.0002979675,0.004042787,0.00029297356,0.000036805635,0.00024443096,0.00001583362,0.025858996],"genre_scores_gemma":[0.9807916,0.0017889343,0.00038661016,0.0004685292,0.000047636127,0.000017601802,0.00008359763,0.0000068831773,0.016408594],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9996014,0.00014038906,0.00001597589,0.00003235107,0.000046137306,0.0001637595],"domain_scores_gemma":[0.9995889,0.00004080601,0.00009756364,0.0000321269,0.00013518683,0.00010549528],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071323774,0.00019099793,0.00013489228,0.00080282334,0.0032357357,0.00068512524,0.00041640733,0.00038074725,0.0054306327],"category_scores_gemma":[0.0014612197,0.00015382105,0.00014515386,0.001681349,0.0017561495,0.0006580346,0.0013467681,0.0007801879,0.0002279985],"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":[0.0003303523,0.00011392542,0.16866028,0.0006603116,0.00010965927,0.004994069,0.513136,0.0005654463,0.003158663,0.081394926,0.026199624,0.20067671],"study_design_scores_gemma":[0.000008573879,0.00019067162,0.79406565,0.0002401644,0.000039082344,0.0010017697,0.10162683,0.0002685459,0.00036367262,0.0022191338,0.09994333,0.000032612166],"about_ca_topic_score_codex":0.5524567,"about_ca_topic_score_gemma":0.7962137,"teacher_disagreement_score":0.5524567,"about_ca_system_score_codex":0.0038586173,"about_ca_system_score_gemma":0.005654874,"threshold_uncertainty_score":0.90035796},"labels":[],"label_agreement":null},{"id":"W2009203911","doi":"10.1111/j.1835-9310.1983.tb01251.x","title":"Mirroring Nature? Men's and Women's Models of Conception in Telefolmin","year":2010,"lang":"en","type":"article","venue":"Mankind","topic":"Anthropological Studies and Insights","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Kinship; Mirroring; Relation (database); Sociology; Cult; Gender studies; Genealogy; Epistemology; Philosophy; History; Anthropology; Communication; Theology","score_opus":0.018403050364480915,"score_gpt":0.30506755482840303,"score_spread":0.2866645044639221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009203911","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42253143,0.0029879375,0.015736768,0.025515292,0.00026658844,0.000027210954,0.00004152072,0.000042091928,0.5328511],"genre_scores_gemma":[0.99533045,0.00016998393,0.0004955982,0.0001865342,0.000018219795,0.000009536012,0.0000034156171,0.0000061047294,0.0037800588],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9977596,0.0017103031,0.000029682908,0.00014915438,0.00018082636,0.00017035312],"domain_scores_gemma":[0.9989819,0.00051547075,0.00016814024,0.0001563546,0.00006036924,0.00011771756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030342715,0.00025547514,0.00025525235,0.0008297841,0.0027858617,0.0060970737,0.0006348115,0.0017585669,0.0030916224],"category_scores_gemma":[0.0020513223,0.00026194495,0.000268585,0.00059303263,0.026301373,0.009113494,0.0028443807,0.0018676834,0.00022945748],"study_design_candidate":"qualitative","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":[0.000021733937,0.000016940037,0.00070924754,0.00001192764,0.0000028098632,0.00009731998,0.06915291,0.00009240611,0.00012656837,0.92704296,0.00034449715,0.0023806894],"study_design_scores_gemma":[0.000036084028,0.00006794789,0.0031183455,0.00013197101,0.000016507714,0.0005204956,0.12725635,0.0013173718,0.00038038127,0.80539906,0.061727792,0.000027681734],"about_ca_topic_score_codex":0.0029743423,"about_ca_topic_score_gemma":0.003008449,"teacher_disagreement_score":0.0060970737,"about_ca_system_score_codex":0.003184334,"about_ca_system_score_gemma":0.0012532562,"threshold_uncertainty_score":0.023104072},"labels":[],"label_agreement":null},{"id":"W2050140956","doi":"10.1111/j.1835-9310.1980.tb01205.x","title":"Land and Spirits in a New Ireland Village","year":2010,"lang":"en","type":"article","venue":"Mankind","topic":"Historical Studies of British Isles","field":"Arts and Humanities","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":"Kensington Health","funders":"","keywords":"Citation; Library science; History; Computer science","score_opus":0.014326128130932283,"score_gpt":0.19625117737295536,"score_spread":0.18192504924202307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050140956","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":[0.8722106,0.0011041036,0.00015834773,0.0029311911,0.000106065985,0.000029390105,0.00008172977,0.00001561251,0.12336285],"genre_scores_gemma":[0.9569645,0.00039907845,0.00010286584,0.0004053671,0.000020021182,0.000011909719,0.000027312939,0.000021966498,0.04204694],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99916446,0.00028923523,0.000017246657,0.00007038659,0.00007056746,0.0003881762],"domain_scores_gemma":[0.9986545,0.00029314175,0.00011116277,0.00007070668,0.00016514026,0.0007053497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091903773,0.00016194339,0.00034551646,0.0013664764,0.012861555,0.0042957477,0.0010150094,0.0007735924,0.0064525213],"category_scores_gemma":[0.0015343495,0.00030433928,0.00010821,0.002106592,0.011173262,0.0022405642,0.0041886414,0.002700435,0.000413443],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014251418,0.00007673267,0.011786572,0.000115506315,0.000008812588,0.0034237935,0.9331633,0.000093877046,0.0006686946,0.027369222,0.006076414,0.017074568],"study_design_scores_gemma":[0.000009195425,0.000036837937,0.027679613,0.00010625584,0.0000063228767,0.00041139824,0.7928999,0.000034717737,0.00012905331,0.00075771275,0.17790903,0.000019967354],"about_ca_topic_score_codex":0.3790159,"about_ca_topic_score_gemma":0.814895,"teacher_disagreement_score":0.3790159,"about_ca_system_score_codex":0.015439578,"about_ca_system_score_gemma":0.0061924006,"threshold_uncertainty_score":0.75361955},"labels":[],"label_agreement":null},{"id":"W2075846320","doi":"10.1111/j.1835-9310.1983.tb01246.x","title":"Introduction: The Facts of Life, Papua New Guinea Style","year":2010,"lang":"en","type":"article","venue":"Mankind","topic":"Pacific and Southeast Asian Studies","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"New guinea; Style (visual arts); Citation; Anthropology; History; Library science; Sociology; Ethnology; Archaeology; Computer science","score_opus":0.017037032971063706,"score_gpt":0.26564697559747075,"score_spread":0.24860994262640704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075846320","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027175369,0.14484665,0.0018162415,0.4507365,0.10868403,0.00009506249,0.0018708885,0.000102693775,0.26467258],"genre_scores_gemma":[0.31573105,0.13133955,0.0036499281,0.13981977,0.09546168,0.00032155917,0.0011720475,0.00025969083,0.31224474],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997676,0.00009344914,0.0000141886985,0.00005072439,0.000043845914,0.000030174657],"domain_scores_gemma":[0.99897003,0.0007173426,0.0000561296,0.000034988367,0.00013019619,0.00009136402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080402807,0.00043368878,0.0002625851,0.000907762,0.0030621674,0.0027987808,0.0005171359,0.0015531182,0.017420858],"category_scores_gemma":[0.0022485927,0.0001256901,0.00016304938,0.001647046,0.0019565253,0.0032790846,0.0011926765,0.0037399442,0.0015485346],"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":[0.000039510673,0.00003649776,0.0021352414,0.0011522719,0.000007544182,0.00035579116,0.048902225,0.00008129702,0.0004761061,0.26643446,0.6240719,0.056307156],"study_design_scores_gemma":[0.0000043099326,0.000016185655,0.0047767223,0.00089452026,0.000005586917,0.00023878441,0.015800752,0.000046935886,0.00005881787,0.010510353,0.9676376,0.000009432145],"about_ca_topic_score_codex":0.010117395,"about_ca_topic_score_gemma":0.01493047,"teacher_disagreement_score":0.017420858,"about_ca_system_score_codex":0.0010490232,"about_ca_system_score_gemma":0.0014923441,"threshold_uncertainty_score":0.05827856},"labels":[],"label_agreement":null},{"id":"W2117393978","doi":"10.1111/j.1835-9310.1977.tb01153.x","title":"Pleistocene Man in South Central Tasmania: Evidence from a Cave Site in the Florentine Valley","year":2010,"lang":"en","type":"article","venue":"Mankind","topic":"Pleistocene-Era Hominins and Archaeology","field":"Social Sciences","cited_by":36,"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":"McGill University","keywords":"Cave; Pleistocene; Archaeology; Geography; Geology; Paleontology","score_opus":0.026213652165193613,"score_gpt":0.27910015534930316,"score_spread":0.25288650318410955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117393978","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":[0.9992107,0.000113443275,0.0000343383,0.000032574688,0.0000018399425,0.000005358193,0.000048732567,8.7160583e-7,0.00055224926],"genre_scores_gemma":[0.99934703,0.000098958124,0.00013467215,0.000025756539,0.000002204283,0.000007210512,0.00006047793,0.0000017264282,0.00032188537],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995074,0.0001321692,0.000019742598,0.000083702995,0.000056165638,0.00020082983],"domain_scores_gemma":[0.99900335,0.00018119377,0.00026369118,0.00007817112,0.00031632683,0.00015738454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075757294,0.00040056487,0.0005181928,0.0018999396,0.004596169,0.0012633475,0.0013146995,0.00064083654,0.0017420597],"category_scores_gemma":[0.0018435322,0.000518531,0.00024421883,0.0036122322,0.0032325124,0.0007594654,0.0018739935,0.00052264787,0.00011127226],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022778516,0.00009127979,0.82619196,0.00010309232,0.00009033533,0.0033314363,0.15452468,0.00015020688,0.003290348,0.00078253343,0.0005003542,0.010715935],"study_design_scores_gemma":[0.0000060309653,0.00005346384,0.96549225,0.00004391181,0.00001963541,0.0007313186,0.03253611,0.000069188995,0.000115652285,0.000056234538,0.00086671696,0.000009443392],"about_ca_topic_score_codex":0.6660525,"about_ca_topic_score_gemma":0.93549937,"teacher_disagreement_score":0.6660525,"about_ca_system_score_codex":0.00355935,"about_ca_system_score_gemma":0.0036123353,"threshold_uncertainty_score":0.67182827},"labels":[],"label_agreement":null},{"id":"W2161249565","doi":"10.1111/j.1835-9310.1983.tb01250.x","title":"Father's Water equals Mother's Milk: The Conception of Parentage in Kaliai, West New Britain","year":2010,"lang":"en","type":"article","venue":"Mankind","topic":"Anthropological Studies and Insights","field":"Social Sciences","cited_by":13,"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; University of Waterloo","funders":"","keywords":"Kinship; Ideology; Dominance (genetics); Sociology; Gender studies; Genealogy; Biology; Law; Political science; History; Anthropology; Politics; Genetics","score_opus":0.032290688089692626,"score_gpt":0.3216063334340384,"score_spread":0.28931564534434573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161249565","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":[0.9358907,0.0052573527,0.00070495816,0.004408891,0.00009587929,0.0000139402,0.000011815604,0.0000060888724,0.053610437],"genre_scores_gemma":[0.9954502,0.00092208135,0.00016280563,0.0001576823,0.000008084739,0.000004478361,0.0000017513912,0.0000036430351,0.0032891936],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9994399,0.0003103497,0.000015049388,0.000048128382,0.000058312537,0.0001282913],"domain_scores_gemma":[0.99961215,0.00019913983,0.000068913294,0.000012359821,0.000028311264,0.00007910915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007548476,0.00012397509,0.00015664862,0.00043414274,0.00395171,0.0026421805,0.00034136893,0.00051604,0.0011509642],"category_scores_gemma":[0.001150802,0.0002128015,0.000049514067,0.0005323965,0.0058774343,0.0015449382,0.0015648208,0.0012370009,0.00010441267],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046075,0.000037190606,0.013192448,0.00006256699,0.000005047212,0.0040334654,0.8960412,0.00005720689,0.001745311,0.06865398,0.0006625129,0.015462953],"study_design_scores_gemma":[0.000036240686,0.00016407612,0.084690966,0.00033266682,0.000025467425,0.004188946,0.71035254,0.0004046283,0.00092947914,0.014645331,0.18416612,0.00006349111],"about_ca_topic_score_codex":0.04527392,"about_ca_topic_score_gemma":0.09538977,"teacher_disagreement_score":0.04527392,"about_ca_system_score_codex":0.0035233065,"about_ca_system_score_gemma":0.0014978852,"threshold_uncertainty_score":0.090020835},"labels":[],"label_agreement":null}]}