{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":43,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":43,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"2126b572411b","filters":{"venue":"Beads (Ottawa. Online)/Beads"}},"results":[{"id":"W2100256152","doi":"10.7264/9z6f2b76","title":"European Beads from Spanish-Colonial Lamanai and Tipu, Belize","year":2025,"lang":"en","type":"article","venue":"Beads (Ottawa. Online)/Beads","topic":"Archaeology and ancient environmental studies","field":"Earth and Planetary Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Ontario Museum; York University","funders":"","keywords":"Ancient history; Colonialism; Geography; History; Archaeology","authors":[{"name":"Marvin T. Smith","is_ca":false},{"name":"Elizabeth Graham","is_ca":true},{"name":"David M. Pendergast","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007551466992434175,"gpt":0.2091867514425505,"spread":0.2016352844501163,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004389022,0.0004178609,0.0004577048,0.0001356911,0.0007354036,0.0000549986,0.000509232,0.0001755833,0.0009967255],"category_scores_gemma":[0.00008889895,0.0003687928,0.0001248508,0.0002581735,0.0009481976,0.000187618,0.0002735933,0.0004256163,0.0005096617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005693852,"about_ca_system_score_gemma":0.0000493728,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006031686,"about_ca_topic_score_gemma":0.03124191,"domain_scores_codex":[0.9974176,0.0002808304,0.0005061758,0.0007855017,0.0003268936,0.0006829531],"domain_scores_gemma":[0.9989296,0.0003059969,0.0001404891,0.0003845053,0.00002571624,0.0002137528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005991766,0.00009161136,0.8966816,0.00001428181,0.0001055229,0.0000923562,0.0002876823,0.00003172261,0.0001695137,0.0008983684,0.005200094,0.09636731],"study_design_scores_gemma":[0.0007569814,0.0002096011,0.8839264,0.00006710154,0.00009124994,0.00000924331,0.0003322518,0.0004238949,0.0001280604,0.0005075604,0.1131727,0.000374948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9277356,0.003732805,0.0001618987,0.002770968,0.0008367134,0.0002849288,0.0008217458,0.0001400136,0.06351529],"genre_scores_gemma":[0.9870705,0.0004950811,0.002486794,0.002345201,0.0004603891,0.000003720404,0.001018652,0.00001640521,0.006103261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1079726,"threshold_uncertainty_score":0.9999165,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2376670835","doi":"10.7264/rv3ftn70","title":"The A Speo Method of Heat Rounding Drawn Glass Beads and its Archaeological Manifestations","year":2025,"lang":"en","type":"article","venue":"Beads (Ottawa. Online)/Beads","topic":"Cultural Heritage Materials Analysis","field":"Arts and Humanities","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Parks Canada","funders":"","keywords":"Rounding; Bead; Archaeology; Materials science; Composite material; Geology; Mineralogy; Mathematics; Computer science; Geography","authors":[{"name":"Karlis Karklins","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03861042270412273,"gpt":0.3139770681648606,"spread":0.2753666454607379,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009253264,0.0004144281,0.0006845167,0.0002270219,0.00131468,0.0005895667,0.0005087401,0.0001532018,0.000765953],"category_scores_gemma":[0.0003522558,0.0002756839,0.000272365,0.0002685181,0.0007778301,0.0003029524,0.0003402254,0.0003027493,0.00003347385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002911351,"about_ca_system_score_gemma":0.00010614,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00303916,"about_ca_topic_score_gemma":0.03114122,"domain_scores_codex":[0.9970895,0.0004217875,0.0009789316,0.0005500796,0.0003969491,0.000562741],"domain_scores_gemma":[0.997917,0.0008749376,0.0002254315,0.0004570515,0.0003989303,0.0001266425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008034881,0.000290182,0.001812235,0.0001735377,0.00040865,0.00004208853,0.006050708,0.00002805715,0.01075919,0.9687004,0.002476998,0.009177594],"study_design_scores_gemma":[0.003707604,0.001174565,0.02069174,0.001219152,0.002650834,0.0001903922,0.06839915,0.01441057,0.009219607,0.01634026,0.8593374,0.002658766],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9527524,0.002437486,0.001221748,0.007835371,0.001170787,0.0007386509,0.0006523581,0.0002295906,0.03296166],"genre_scores_gemma":[0.9677516,0.000236056,0.00429714,0.0004020985,0.0006477495,0.00006790667,0.0002220342,0.00003908676,0.02633633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9523602,"threshold_uncertainty_score":0.9999855,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2346968392","doi":"10.7264/ym6djr22","title":"Archaeometrical Analysis of Glass Beads: Potential, Limitations, and Results","year":2014,"lang":"en","type":"article","venue":"Beads (Ottawa. Online)/Beads","topic":"Structural Analysis of Composite Materials","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Université du Québec à Chicoutimi; Université du Québec à Montréal","funders":"","keywords":"Bead; Materials science; Composite material","authors":[{"name":"Adelphine Bonneau","is_ca":true},{"name":"Jean‐François Moreau","is_ca":true},{"name":"R.G.V. Hancock","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01572202612692231,"gpt":0.2379090022461653,"spread":0.222186976119243,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000749775,0.0004930961,0.001250106,0.002140997,0.0001215678,0.0001295902,0.0005587777,0.00026364,0.00007538853],"category_scores_gemma":[0.0008699017,0.0004580983,0.0004401581,0.003209093,0.0002104972,0.0002443267,0.000175271,0.0002600786,0.00003038137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002681969,"about_ca_system_score_gemma":0.00002385329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004417579,"about_ca_topic_score_gemma":0.0005980742,"domain_scores_codex":[0.9962749,0.0002123898,0.001633349,0.0006128512,0.0007049344,0.0005616149],"domain_scores_gemma":[0.9974707,0.0007424719,0.000350915,0.0008418552,0.0003057643,0.0002882814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006070116,0.0009431376,0.03970138,0.000692707,0.01788577,0.00008362415,0.001026787,0.160091,0.531744,0.01428399,0.0145789,0.2183617],"study_design_scores_gemma":[0.003663495,0.0006529146,0.4454395,0.0002081926,0.009244139,0.00004292899,0.0004158294,0.4852712,0.03117829,0.0005166118,0.0210266,0.002340344],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881827,0.0007372991,0.00679597,0.0006397884,0.0004105054,0.0002173433,0.0006239314,0.000331473,0.002060976],"genre_scores_gemma":[0.9810173,0.0002312421,0.01696136,0.00008481459,0.0003315236,0.0000142809,0.001123543,0.00006631413,0.0001696105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5005657,"threshold_uncertainty_score":0.9997871,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2586869395","doi":"10.7264/161asx17","title":"Venetian Glass Beads and the Slave Trade from Liverpool, 1750-1800","year":2010,"lang":"en","type":"article","venue":"Beads (Ottawa. Online)/Beads","topic":"Historical Economic and Social Studies","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Bead; Art; History; Archaeology","authors":[{"name":"Saúl Guerrero","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01875583671275232,"gpt":0.2122679551977042,"spread":0.1935121184849519,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007953312,0.0004919416,0.001177322,0.0001587146,0.0006833316,0.0001702613,0.0007123778,0.0004807547,0.00062269],"category_scores_gemma":[0.0004350128,0.000457087,0.0003783358,0.0002888185,0.0008353165,0.0002462783,0.0002149661,0.0008869292,0.0006479387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007188231,"about_ca_system_score_gemma":0.00007469473,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01209725,"about_ca_topic_score_gemma":0.009670737,"domain_scores_codex":[0.9970057,0.00007263751,0.001189289,0.0009166528,0.0001084706,0.0007072567],"domain_scores_gemma":[0.9978333,0.0005410467,0.0005662694,0.0007199878,0.00004284666,0.0002965696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001787043,0.0007157911,0.1156444,0.00003928312,0.0007451941,0.00002594194,0.005787691,0.000008652404,0.0001935391,0.7958282,0.04251543,0.0383172],"study_design_scores_gemma":[0.003165614,0.0001332219,0.08591151,0.00002509598,0.00008969733,0.000005908676,0.0008649733,0.001273941,0.00003691977,0.01121666,0.8963445,0.0009319027],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8498576,0.0130407,0.0006976653,0.0150894,0.004535147,0.0008629648,0.002748728,0.000231183,0.1129366],"genre_scores_gemma":[0.9900174,0.001122627,0.001546246,0.001620658,0.001989922,0.00007260814,0.0001647745,0.00008983093,0.003375941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8538291,"threshold_uncertainty_score":0.9997881,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2587560781","doi":"10.7264/j073rr50","title":"Two Centuries of Iroquois Beadwork","year":2004,"lang":"en","type":"article","venue":"Beads (Ottawa. Online)/Beads","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Art; History","authors":[{"name":"Dolores N. Elliott","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02947429962735466,"gpt":0.2594009804942304,"spread":0.2299266808668757,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001990096,0.0004814852,0.0005950922,0.0001792235,0.0004338184,0.0002086096,0.0005642818,0.0001441478,0.002855009],"category_scores_gemma":[0.00008836814,0.0003808977,0.0003723435,0.000176734,0.0007036018,0.0004269358,0.0001183004,0.0003655867,0.0004305952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002624179,"about_ca_system_score_gemma":0.0001178546,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001544357,"about_ca_topic_score_gemma":0.01840028,"domain_scores_codex":[0.9974036,0.00007092992,0.000844165,0.0004896203,0.000565737,0.0006260138],"domain_scores_gemma":[0.9985093,0.00008380293,0.0003148782,0.0005589873,0.0003200294,0.0002129299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003867406,0.0008633666,0.0007197373,0.00009406431,0.0001265289,0.0000249489,0.01804746,0.00006430339,0.001345133,0.9500816,0.01743439,0.01115981],"study_design_scores_gemma":[0.003274202,0.000563245,0.002907727,0.0005806831,0.0001978181,0.0000238368,0.04705235,0.00002719582,0.003990002,0.003956109,0.9361227,0.001304113],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8139092,0.0009732405,0.00002448188,0.003102185,0.001805431,0.0004381127,0.0006626011,0.0005060173,0.1785787],"genre_scores_gemma":[0.9771463,0.0001179817,0.001359712,0.001210391,0.001620362,0.00002477285,0.000434456,0.0000699587,0.01801607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9461255,"threshold_uncertainty_score":0.9998643,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2396846947","doi":"10.7264/drmw2w86","title":"A Wampum-Inlaid Musket from the 1690 Phips' Shipwreck","year":2012,"lang":"en","type":"article","venue":"Beads (Ottawa. Online)/Beads","topic":"Maritime and Coastal Archaeology","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"St. Lawrence River Institute of Environmental Sciences","funders":"","keywords":"Ancient history; Art; History","authors":[{"name":"Charles C. Bradley","is_ca":true},{"name":"Karlis Karklins","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04117237782485765,"gpt":0.2430250178030071,"spread":0.2018526399781495,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006306415,0.0005797953,0.0005990792,0.0001411595,0.0007801701,0.0001907408,0.001003623,0.0002312704,0.01319567],"category_scores_gemma":[0.0001634606,0.0004139556,0.00035753,0.0001405232,0.0009999358,0.0005608072,0.0005810061,0.0007555565,0.001690747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001492905,"about_ca_system_score_gemma":0.0001079703,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008163189,"about_ca_topic_score_gemma":0.03153471,"domain_scores_codex":[0.9964862,0.0003555283,0.0007727083,0.00058172,0.0005361014,0.001267707],"domain_scores_gemma":[0.9975209,0.0007166065,0.000244536,0.0009780651,0.0001911843,0.0003487733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001173433,0.001158596,0.0263464,0.00004304051,0.0002810075,0.00003382616,0.02243542,0.000001645408,0.0003025001,0.7537345,0.1105902,0.08495551],"study_design_scores_gemma":[0.000725508,0.0002057884,0.006092835,0.00006802859,0.000144026,0.00001947092,0.004963506,0.0001121209,0.0001505559,0.004530421,0.9823509,0.0006368235],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5676906,0.00359312,0.0001452283,0.01622164,0.004334428,0.0008696747,0.002142416,0.000612649,0.4043903],"genre_scores_gemma":[0.9490969,0.00009649502,0.000912804,0.006742073,0.01020276,0.0001001106,0.001133604,0.0001139105,0.0316013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8717607,"threshold_uncertainty_score":0.9998312,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2281314538","doi":"10.7264/kn2r8m76","title":"The Beads from Oudespost I, A Dutch East India Company Outpost, Cape, South Africa","year":2025,"lang":"en","type":"article","venue":"Beads (Ottawa. Online)/Beads","topic":"Archaeology and Rock Art Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Parks Canada","funders":"University of Cape Town; National Science Foundation","keywords":"Cape; Bead; Geography; Ancient history; History; Archaeology","authors":[{"name":"Karlis Karklins","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02386435392009324,"gpt":0.3021817966988737,"spread":0.2783174427787805,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001429903,0.0006272349,0.0008490495,0.0002929553,0.01594097,0.00009486768,0.001791922,0.000582595,0.0001732693],"category_scores_gemma":[0.001165292,0.0004825152,0.0003852734,0.001318965,0.002729545,0.0002550154,0.002215374,0.001031031,0.0002828416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007094624,"about_ca_system_score_gemma":0.0009192092,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006263861,"about_ca_topic_score_gemma":0.07441353,"domain_scores_codex":[0.9945989,0.0009259435,0.0009816786,0.000973105,0.0009267148,0.001593631],"domain_scores_gemma":[0.9962479,0.001657307,0.0003823449,0.0009152694,0.0004437142,0.0003534049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003274989,0.0008353834,0.5124651,0.00003137953,0.001008497,0.00008804588,0.2976814,0.00001810455,0.0002082025,0.1265812,0.04789267,0.01286253],"study_design_scores_gemma":[0.001246587,0.0001534076,0.1256411,0.0001786335,0.0002901991,0.000002279865,0.07872385,0.00012132,0.00006174867,0.002593416,0.7901853,0.0008021379],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7813763,0.009740153,0.0007090622,0.04844722,0.004950851,0.0016856,0.001332526,0.0008671294,0.1508911],"genre_scores_gemma":[0.972832,0.0003583802,0.001157227,0.001533119,0.001209431,0.0001160076,0.0001760488,0.00005069739,0.02256708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7422926,"threshold_uncertainty_score":0.9999844,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2568610313","doi":"10.7264/p1vev593","title":"Beads from the Hudson's Bay Company's Principal Depot, York Factory, Manitoba, Canada","year":2013,"lang":"en","type":"article","venue":"Beads (Ottawa. Online)/Beads","topic":"Historical and Cultural Archaeology Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Manitoba","funders":"Parks Canada","keywords":"Factory (object-oriented programming); Depot; Bay; Principal (computer security); Management; Geography; Archaeology; Economics; Computer science","authors":[{"name":"Karlis Karklins","is_ca":true},{"name":"Gary F. Adams","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03592276582733908,"gpt":0.256022988013909,"spread":0.2201002221865699,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004277951,0.0005893484,0.0007439505,0.00005517649,0.002607568,0.0001240973,0.001659054,0.0004435019,0.001061634],"category_scores_gemma":[0.0004942111,0.0003960715,0.0002683663,0.0005950488,0.001540517,0.000291675,0.000406183,0.001025533,0.0004364513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002776094,"about_ca_system_score_gemma":0.0008462257,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9710194,"about_ca_topic_score_gemma":0.9971707,"domain_scores_codex":[0.995115,0.0006280178,0.0007635655,0.0008203184,0.001296783,0.001376299],"domain_scores_gemma":[0.9971231,0.0009536178,0.0003193097,0.000638499,0.0003852023,0.0005802382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002697642,0.0003985956,0.4503375,0.0000159025,0.0003756369,0.0000694326,0.01227163,0.00001176035,0.0003563107,0.01696848,0.4894145,0.02975327],"study_design_scores_gemma":[0.000327676,0.00005953358,0.2522762,0.00003686096,0.00007801147,0.000002626723,0.02052468,0.000032514,0.00003400639,0.0002426618,0.7258314,0.0005538596],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9174734,0.002507228,0.00005700893,0.03801715,0.003068293,0.0009936499,0.0004452667,0.0003204302,0.0371176],"genre_scores_gemma":[0.9820271,0.0001565917,0.0009567824,0.003776076,0.002632051,0.0001478555,0.0002254008,0.0000467393,0.01003144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2364169,"threshold_uncertainty_score":0.9998515,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2488165580","doi":"10.7264/s8hjaq84","title":"Elemental Analyses of North American Glass Trade Beads","year":2005,"lang":"en","type":"article","venue":"Beads (Ottawa. Online)/Beads","topic":"Cultural Heritage Materials Analysis","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Materials science","authors":[{"name":"R. G. V. Hancock","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05587619579637589,"gpt":0.3061407556937334,"spread":0.2502645598973575,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027875,0.0006715442,0.001226391,0.0003647176,0.0003929722,0.0002935991,0.0007297947,0.00008166319,0.003262949],"category_scores_gemma":[0.00005784217,0.00055332,0.0006529707,0.0004770067,0.0008501384,0.0005686432,0.0001590026,0.0002890948,0.0001639075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006361001,"about_ca_system_score_gemma":0.0000793404,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01097267,"about_ca_topic_score_gemma":0.2170688,"domain_scores_codex":[0.9959277,0.000197354,0.001525289,0.0007232692,0.0008047504,0.0008216493],"domain_scores_gemma":[0.9978893,0.0001092067,0.0007789321,0.0007281724,0.0002240112,0.0002703695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006639379,0.01122635,0.1856361,0.0006524714,0.006267467,0.0002097178,0.0235024,0.0007583532,0.1242272,0.05425548,0.1015291,0.4910715],"study_design_scores_gemma":[0.002616645,0.001548381,0.1144617,0.0001973363,0.002402288,0.00003135949,0.01774435,0.002071973,0.02479713,0.0000287139,0.8312019,0.002898226],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851957,0.0003574549,0.00001985909,0.001662619,0.0003444962,0.0003246082,0.001921198,0.0002362119,0.009937845],"genre_scores_gemma":[0.9893608,0.00009614779,0.002022497,0.0007516295,0.00261762,0.0000360283,0.001534795,0.00009568789,0.003484812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7296728,"threshold_uncertainty_score":0.9996918,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2364650731","doi":"10.7264/5d85s608","title":"Beads in the Lives of the Peoples of Southern Togo, West Africa","year":2025,"lang":"en","type":"article","venue":"Beads (Ottawa. Online)/Beads","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Parks Canada","funders":"","keywords":"Geography; Ancient history; Socioeconomics; History; Sociology","authors":[{"name":"Pascale Nourisson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01728135807492077,"gpt":0.2452512007351624,"spread":0.2279698426602417,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007025598,0.0002864397,0.0004155442,0.00005364068,0.0002547296,0.00005433148,0.001532571,0.0001955489,0.0003040236],"category_scores_gemma":[0.0002675434,0.00007644956,0.0002723093,0.001864518,0.00030231,0.00009034002,0.0003310049,0.0003970608,0.00004254012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000103648,"about_ca_system_score_gemma":0.0001013131,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003073254,"about_ca_topic_score_gemma":0.02772117,"domain_scores_codex":[0.9974054,0.000347873,0.0006744252,0.0003850162,0.0006768169,0.000510486],"domain_scores_gemma":[0.9984345,0.0008331908,0.0002272989,0.00022884,0.0002120931,0.0000641096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001429072,0.002770132,0.5680478,0.000216141,0.0002015773,0.00001848073,0.008503087,0.00001844934,0.2239451,0.01506216,0.04428481,0.1367895],"study_design_scores_gemma":[0.0003075362,0.0002394639,0.9320031,0.0003599531,0.00004595762,0.000006092434,0.03197867,0.00001908048,0.004454535,0.0003746909,0.02990193,0.0003089737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9588004,0.001108182,0.000002677312,0.01398177,0.0001538194,0.0005919005,0.0002888537,0.00003560411,0.02503684],"genre_scores_gemma":[0.9924464,0.0001790883,0.0001167109,0.0002753574,0.0001737774,0.00003606353,0.0001205057,0.0000021977,0.006649848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3639554,"threshold_uncertainty_score":0.9900204,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7125816132","doi":"10.7264/3tkdwt70","title":"An XRF Compositional Analysis of Opaque White Glass Beads from 17th-Century Mission Santa Catalina de Guale, Georgia","year":2017,"lang":"","type":"article","venue":"Beads (Ottawa. Online)/Beads","topic":"Cultural Heritage Materials Analysis","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Antimony; White (mutation); Opacity; Fluorescence spectrometry; Tin; Bead","authors":[{"name":"Elliot H. Blair","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03161500091250952,"gpt":0.3044626897626284,"spread":0.2728476888501188,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001462639,0.001873759,0.0036915,0.001193402,0.003793662,0.00335962,0.003533818,0.001023665,0.0203112],"category_scores_gemma":[0.0002532231,0.001745892,0.002269615,0.0006637255,0.00199588,0.002238689,0.0009561189,0.0009845257,0.0002132865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002179579,"about_ca_system_score_gemma":0.0007199,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06229049,"about_ca_topic_score_gemma":0.06429295,"domain_scores_codex":[0.9889739,0.00111604,0.003692808,0.002377721,0.00200481,0.001834728],"domain_scores_gemma":[0.9891475,0.0003650262,0.003468768,0.004221379,0.001626415,0.001170879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003436131,0.0204218,0.2815943,0.001366077,0.03679522,0.001302544,0.05057171,0.00226479,0.514262,0.04246309,0.02213698,0.0233854],"study_design_scores_gemma":[0.009265877,0.002651733,0.6405258,0.003688501,0.06432539,0.00008008325,0.03393816,0.07180334,0.02132293,0.0005826557,0.1424689,0.009346649],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9480867,0.00316611,0.0001753578,0.001350018,0.001777716,0.0007539696,0.03770392,0.0002008787,0.006785295],"genre_scores_gemma":[0.9550383,0.001099571,0.002763909,0.0004560641,0.003877345,0.00003197481,0.03226472,0.0002278612,0.004240268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4929391,"threshold_uncertainty_score":0.9994007,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7125822308","doi":"10.7264/gta3xe58","title":"Glass and Enamel Beadmaking in Normandy, Circa 1590-1635","year":2019,"lang":"","type":"article","venue":"Beads (Ottawa. Online)/Beads","topic":"Cultural Heritage Materials Analysis","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Bead; Guild; Production (economics); Tube (container)","authors":[{"name":"Brad Loewen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01873497280179307,"gpt":0.2393006712130171,"spread":0.2205656984112241,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001209563,0.001522875,0.002324142,0.0008226494,0.0007810424,0.002078361,0.00102887,0.0007019551,0.01038409],"category_scores_gemma":[0.0001537357,0.001410344,0.0006486317,0.0005976201,0.0007458242,0.00154889,0.0007581421,0.001087157,0.001160145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001117784,"about_ca_system_score_gemma":0.0002318716,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009364509,"about_ca_topic_score_gemma":0.05244098,"domain_scores_codex":[0.9918784,0.0004935736,0.002695342,0.001895501,0.001111166,0.001925957],"domain_scores_gemma":[0.9962858,0.0003546629,0.0009935015,0.001366452,0.0005005561,0.0004990566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00181603,0.009751173,0.2403421,0.008182995,0.004357685,0.001782056,0.1164106,0.0005034198,0.07976583,0.3685136,0.02695701,0.1416176],"study_design_scores_gemma":[0.01064686,0.002247183,0.05021402,0.004523396,0.002058168,0.0002067503,0.04444153,0.01532631,0.001769087,0.0007896564,0.8603037,0.007473347],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9452893,0.005314449,0.00001364574,0.001490225,0.002843612,0.001247144,0.001219224,0.0002111733,0.04237118],"genre_scores_gemma":[0.9658458,0.0009052089,0.0003759488,0.00106508,0.002741474,0.00006039584,0.0007519465,0.0002268448,0.02802726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8333467,"threshold_uncertainty_score":0.999752,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2560553271","doi":"10.7264/9x1h1w48","title":"The Giacomuzzi Bead Sample Book and Folders","year":2002,"lang":"en","type":"article","venue":"Beads (Ottawa. Online)/Beads","topic":"Historical Astronomy and Related Studies","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Parks Canada","funders":"","keywords":"Bead; Sample (material); Magnetic bead; Computer science; Materials science; Chromatography; Chemistry; Composite material","authors":[{"name":"Karlis Karklins","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01092623736122822,"gpt":0.2179205795951484,"spread":0.2069943422339202,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001921747,0.0004236387,0.0004282685,0.00007604616,0.001179709,0.000104918,0.0003655203,0.0001319888,0.0005268697],"category_scores_gemma":[0.0000361561,0.0003031771,0.0002435677,0.0002720577,0.0003773076,0.0001911509,0.0001588006,0.0005735412,0.0001905072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001929247,"about_ca_system_score_gemma":0.00003507754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00070422,"about_ca_topic_score_gemma":0.0001142962,"domain_scores_codex":[0.997802,0.00009789837,0.0005543486,0.0005119563,0.000291014,0.0007427683],"domain_scores_gemma":[0.9984871,0.0005211837,0.0001875909,0.0004684857,0.00009275112,0.0002428481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003336625,0.001170242,0.09601255,0.00002753779,0.0009695462,0.00001013996,0.001496412,0.00005796427,0.0001769486,0.06038631,0.3922658,0.4473932],"study_design_scores_gemma":[0.0008317214,0.0001436163,0.002069453,0.00003934388,0.0001270507,0.000002040209,0.001128929,0.0007988354,0.00009720086,0.0004615258,0.9938328,0.0004675313],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2885189,0.1219066,0.036216,0.05373102,0.008350858,0.004655869,0.002945507,0.001534998,0.4821402],"genre_scores_gemma":[0.9631053,0.0005247107,0.003001593,0.0005266278,0.001777736,0.0001213616,0.0001780368,0.00009579828,0.03066888],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6745863,"threshold_uncertainty_score":0.999942,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7125837926","doi":"10.7264/z3zcxh35","title":"From Qualitative to Quantitative: Tracking Global Routes and Markets of Venetian Glass Beads during the 18th Century","year":2021,"lang":"","type":"article","venue":"Beads (Ottawa. Online)/Beads","topic":"Medieval History and Crusades","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Bead; Product (mathematics); Tracking (education); Middle East; Mediterranean climate; Atlantic World; World trade","authors":[{"name":"Pierre Niccol`o Sofia","is_ca":false},{"name":"Brad Loewen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04024222747757139,"gpt":0.3254686269661143,"spread":0.2852263994885429,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001492284,0.001161599,0.00159943,0.0001957673,0.001674696,0.0005873793,0.0009600398,0.0004229802,0.00268362],"category_scores_gemma":[0.001162837,0.001022526,0.0005211923,0.0005769188,0.001863931,0.0006778363,0.000536638,0.000913744,0.0001043102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001258091,"about_ca_system_score_gemma":0.0006150977,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003857628,"about_ca_topic_score_gemma":0.02196986,"domain_scores_codex":[0.9913827,0.002305964,0.002103396,0.001596644,0.001316086,0.001295206],"domain_scores_gemma":[0.9942146,0.001991488,0.0009667918,0.001160113,0.001026721,0.0006403018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.003076816,0.004137019,0.007997719,0.002229285,0.003207932,0.0006838762,0.5698189,0.00004070885,0.01560782,0.3117677,0.01150511,0.06992718],"study_design_scores_gemma":[0.003913606,0.001365036,0.05292114,0.003918665,0.001252948,0.00005204209,0.5532683,0.0003140147,0.003750195,0.001727828,0.3750481,0.002468132],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9263367,0.044102,0.000136166,0.002433139,0.003022174,0.0007887057,0.008742684,0.0001003736,0.01433806],"genre_scores_gemma":[0.9862449,0.00152881,0.002847552,0.0007606896,0.002225485,0.00004029712,0.0005689241,0.0001328355,0.005650559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.363543,"threshold_uncertainty_score":0.999625,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7125778825","doi":"10.7264/qq7e1j13","title":"Catlinite Beads: Les Autres Diamas du Pais","year":2025,"lang":"","type":"article","venue":"Beads (Ottawa. Online)/Beads","topic":"Historical and Cultural Archaeology Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Trent University","funders":"National Museum of the American Indian; Smithsonian Institution","keywords":"Siltstone; Historical record; Narrative; Context (archaeology)","authors":[{"name":"William Fox","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02267035672507087,"gpt":0.3014799790453817,"spread":0.2788096223203108,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.001798788,0.001541449,0.002126919,0.0005742637,0.005545257,0.0002207344,0.002473671,0.001432332,0.001541174],"category_scores_gemma":[0.002901945,0.001312097,0.001223627,0.003609491,0.00648952,0.0005495977,0.001404986,0.001788546,0.0008244331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003442392,"about_ca_system_score_gemma":0.001001126,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0333141,"about_ca_topic_score_gemma":0.1177286,"domain_scores_codex":[0.9894785,0.001659722,0.002399914,0.00224076,0.00155859,0.002662502],"domain_scores_gemma":[0.9940088,0.002063617,0.0007955156,0.001090445,0.00117437,0.0008672822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002126061,0.002594516,0.1681125,0.0003054783,0.001459032,0.000238011,0.02875138,0.00002553872,0.0004403947,0.1801481,0.2584722,0.3592403],"study_design_scores_gemma":[0.001358538,0.0005485627,0.03437613,0.0005221326,0.0007863333,0.000007164872,0.02388687,0.0001943021,0.0001235671,0.002223303,0.9343247,0.001648361],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.345357,0.0816666,0.0006603409,0.1939936,0.01694446,0.002922347,0.001538125,0.001719266,0.3551983],"genre_scores_gemma":[0.8653361,0.01228078,0.001621722,0.00372582,0.00476581,0.0002583295,0.0003203236,0.0001039518,0.1115871],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6758526,"threshold_uncertainty_score":0.9999536,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7125788133","doi":"10.7264/5b6h1n57","title":"Glass Beadmaking and Enamel Lampwork in Paris, 1547-1610: Archival and Archaeological Data","year":2025,"lang":"","type":"article","venue":"Beads (Ottawa. Online)/Beads","topic":"Cultural Heritage Materials Analysis","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Enamel paint; Estate; Period (music); Range (aeronautics); Small town","authors":[{"name":"Élise Vanriest","is_ca":false},{"name":"Brad Loewen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05386244702505728,"gpt":0.3026272363198448,"spread":0.2487647892947875,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001623617,0.001265381,0.00209537,0.0006862229,0.001085563,0.001501466,0.001551562,0.0005064109,0.0009828066],"category_scores_gemma":[0.0005710806,0.001088366,0.0002661338,0.000565293,0.002648005,0.0008671255,0.004044473,0.001301836,0.0000359359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003724803,"about_ca_system_score_gemma":0.000232197,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.006693092,"about_ca_topic_score_gemma":0.04777537,"domain_scores_codex":[0.9921097,0.0008674011,0.002331989,0.002413518,0.0006947367,0.001582718],"domain_scores_gemma":[0.9960122,0.0009415795,0.0005828346,0.001837891,0.0002175301,0.0004079666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001180002,0.003482325,0.1682888,0.002604759,0.001840619,0.001051814,0.01922004,0.00005576815,0.003691111,0.5836985,0.01637756,0.1985087],"study_design_scores_gemma":[0.007131618,0.001191782,0.1597947,0.004781229,0.003014649,0.0001526126,0.02684667,0.02275137,0.0002467195,0.01161789,0.7575546,0.004916159],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9559612,0.01621445,0.0001679387,0.007397265,0.001452421,0.001080982,0.003491919,0.0002041859,0.01402964],"genre_scores_gemma":[0.9796748,0.004218533,0.003063973,0.0009962649,0.001804975,0.00005440451,0.002169143,0.0000952655,0.007922702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.741177,"threshold_uncertainty_score":0.9999304,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7125808545","doi":"10.7264/8ttgsw80","title":"Evidence of Early 17th-Century Glass Beadmaking in and around Rouen, France","year":2019,"lang":"","type":"article","venue":"Beads (Ottawa. Online)/Beads","topic":"Cultural Heritage Materials Analysis","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Archaeological evidence; Section (typography); Documentary evidence; Period (music)","authors":[{"name":"Karlis Karklins","is_ca":false},{"name":"Adelphine Bonneau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03849445355990166,"gpt":0.2713118785436497,"spread":0.232817424983748,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001287335,0.001180404,0.002244686,0.0005775397,0.0004185631,0.001169578,0.001065416,0.0005411308,0.002958569],"category_scores_gemma":[0.0002756759,0.001098116,0.000559061,0.0006586423,0.0009053334,0.002162087,0.0005573033,0.0008688673,0.0002718222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006301163,"about_ca_system_score_gemma":0.0002228217,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01412218,"about_ca_topic_score_gemma":0.01676609,"domain_scores_codex":[0.9924619,0.0005242247,0.002804301,0.001630314,0.001208604,0.001370708],"domain_scores_gemma":[0.9956306,0.0006165778,0.00142074,0.001325714,0.0006870702,0.0003193487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001477477,0.003778834,0.6732253,0.0071912,0.00159385,0.0003473408,0.06038789,0.0002984688,0.1047788,0.08549764,0.001165794,0.06025746],"study_design_scores_gemma":[0.01507097,0.008698042,0.4378492,0.0550188,0.003418609,0.0001518325,0.09464203,0.01333315,0.005669038,0.001198459,0.3523604,0.01258946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9557236,0.03657861,0.0000114258,0.0007159401,0.002096481,0.001131315,0.0005597817,0.00009049959,0.003092355],"genre_scores_gemma":[0.9862739,0.004020969,0.000458776,0.0003382631,0.00151817,0.00004129484,0.0001090025,0.0001452797,0.007094277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3511946,"threshold_uncertainty_score":0.9998673,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7125788254","doi":"10.7264/jf9mtb85","title":"The Chemistry of Nueva Cadiz and Associated Beads: Technology and Provenience","year":2021,"lang":"","type":"article","venue":"Beads (Ottawa. Online)/Beads","topic":"Cultural Heritage Materials Analysis","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"Florida Museum of Natural History","keywords":"Bead; Cobalt; TRACE (psycholinguistics); Copper; Key (lock)","authors":[{"name":"Brad Loewen","is_ca":true},{"name":"Laure Dussubieux","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01431739019671565,"gpt":0.2334358266353036,"spread":0.2191184364385879,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0007886458,0.0008120119,0.001368979,0.0001747829,0.001463123,0.0009796588,0.0007088521,0.0006973141,0.0009952853],"category_scores_gemma":[0.001145737,0.0006385659,0.0003074575,0.0007661379,0.002798845,0.0003751031,0.0007595866,0.0007244541,0.00001556604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005146529,"about_ca_system_score_gemma":0.0003446721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001334629,"about_ca_topic_score_gemma":0.01161763,"domain_scores_codex":[0.9951543,0.0002664191,0.001702566,0.001174413,0.0006577782,0.001044479],"domain_scores_gemma":[0.9960809,0.0003877833,0.001058071,0.0009800347,0.001238679,0.0002545531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002851122,0.003548303,0.02304462,0.002289325,0.003918531,0.0005465121,0.01287635,0.00000922404,0.6980032,0.1461914,0.007031347,0.1022561],"study_design_scores_gemma":[0.006646177,0.001561389,0.01046207,0.003946594,0.005379562,0.0005340814,0.1352654,0.002917202,0.1958516,0.003590131,0.6284859,0.005359942],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9641907,0.02147151,0.00000402504,0.00495725,0.0005365524,0.0004564761,0.001629279,0.0001332777,0.006620889],"genre_scores_gemma":[0.9720557,0.003139271,0.0002376246,0.0001681705,0.0006253629,0.00005241543,0.0003240354,0.0000874759,0.02330997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6214545,"threshold_uncertainty_score":0.9999179,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2622918061","doi":"10.7264/732cxq53","title":"Frit-Core Beads in North America","year":2016,"lang":"en","type":"article","venue":"Beads (Ottawa. Online)/Beads","topic":"Historical and Cultural Archaeology Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Université de Montréal","keywords":"Frit; Core (optical fiber); Environmental science; Materials science; Archaeology; Geography; Composite material","authors":[{"name":"Karlis Karklins","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03420168013891369,"gpt":0.30267526427386,"spread":0.2684735841349463,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004301988,0.000446002,0.0007022635,0.0001959003,0.0008676354,0.00002703961,0.0009137909,0.0003093372,0.000481983],"category_scores_gemma":[0.0008635274,0.00029765,0.0002592047,0.001388766,0.002032427,0.0003527607,0.0002751173,0.0004287057,0.0007529965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00173197,"about_ca_system_score_gemma":0.0002351586,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01395135,"about_ca_topic_score_gemma":0.2776968,"domain_scores_codex":[0.9961157,0.000320973,0.000742249,0.0008103268,0.0007595761,0.001251212],"domain_scores_gemma":[0.998178,0.0004689778,0.0002386898,0.0004355769,0.0002693683,0.0004093776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007305666,0.0008203257,0.5896761,0.00002140575,0.0001088614,0.0001491892,0.01510645,0.000003261911,0.0008934347,0.02576548,0.0474346,0.3199478],"study_design_scores_gemma":[0.0007260324,0.0002400703,0.07644083,0.0000769871,0.00004011942,0.000003154948,0.004438231,0.000008143828,0.00002933837,0.0005994331,0.9167457,0.0006519628],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8912258,0.001959759,0.0001750823,0.03820723,0.001500934,0.000647295,0.0002964554,0.0004887451,0.06549866],"genre_scores_gemma":[0.9651062,0.001239361,0.00194277,0.001704011,0.001499782,0.0001156186,0.00008866226,0.00004535027,0.02825818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8693111,"threshold_uncertainty_score":0.9999475,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7125788149","doi":"10.7264/1kjnaj04","title":"Even More on Frit-Core Beads","year":2019,"lang":"","type":"article","venue":"Beads (Ottawa. Online)/Beads","topic":"Historical and Cultural Archaeology Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Situated; Bead; Range (aeronautics); Front (military); Period (music)","authors":[{"name":"Karlis Karklins","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03425210281172366,"gpt":0.3165084113108334,"spread":0.2822563084991098,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.001333414,0.001654013,0.002217587,0.000383211,0.002681461,0.0001368233,0.002590837,0.001535825,0.003182223],"category_scores_gemma":[0.0008895134,0.001375526,0.00121958,0.002399524,0.003453435,0.000665683,0.0009466036,0.002241374,0.007140285],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004123364,"about_ca_system_score_gemma":0.0006568576,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009047414,"about_ca_topic_score_gemma":0.01698838,"domain_scores_codex":[0.9890988,0.000771653,0.001992426,0.002565206,0.002575305,0.00299663],"domain_scores_gemma":[0.994676,0.0009583667,0.0008763043,0.001480097,0.0008523794,0.001156852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007950491,0.006849568,0.2322603,0.0004773593,0.0018296,0.0004677205,0.07296351,0.0001526241,0.003023145,0.231502,0.2713988,0.1782802],"study_design_scores_gemma":[0.002060746,0.002314854,0.02954553,0.0006054463,0.0004353059,0.00001871006,0.02339466,0.0002902024,0.0001488859,0.001308219,0.9373513,0.002526064],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7552803,0.007153105,0.00002613755,0.04644894,0.009594396,0.002283337,0.0008628731,0.0006155411,0.1777354],"genre_scores_gemma":[0.8512073,0.001681936,0.0009846247,0.004719712,0.004415341,0.0001322097,0.0003662236,0.0001514178,0.1363412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6659526,"threshold_uncertainty_score":0.9997604,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7125797345","doi":"10.7264/yjx9px94","title":"Nueva Cadiz Beads in the Americas: A Preliminary Compositional Comparison","year":2021,"lang":"","type":"article","venue":"Beads (Ottawa. Online)/Beads","topic":"Cultural Heritage Materials Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Laurentian University; University of Toronto","funders":"","keywords":"Bead; Colonialism; Style (visual arts); TRACE (psycholinguistics)","authors":[{"name":"Heather Walder","is_ca":false},{"name":"Alicia L. Hawkins","is_ca":true},{"name":"Laure Dussubieux","is_ca":false},{"name":"Brad Loewen","is_ca":false},{"name":"Joseph A. Petrus","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05268261004859667,"gpt":0.3085447758668003,"spread":0.2558621658182036,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001212649,0.001542512,0.002416943,0.0004787832,0.001769793,0.002402981,0.001749908,0.000569427,0.01236091],"category_scores_gemma":[0.0002379423,0.001264277,0.001224275,0.001208595,0.001513199,0.0008763763,0.0006685568,0.001620445,0.0008061111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001636127,"about_ca_system_score_gemma":0.0005338183,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008193433,"about_ca_topic_score_gemma":0.03400959,"domain_scores_codex":[0.9890422,0.002058692,0.003343059,0.001840728,0.001922488,0.001792785],"domain_scores_gemma":[0.9946253,0.0009781962,0.001148352,0.001748287,0.001078211,0.0004216853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002652384,0.04253387,0.03373102,0.002315119,0.00494313,0.007512287,0.1348838,0.001720108,0.04512176,0.329977,0.3274317,0.0671778],"study_design_scores_gemma":[0.004381391,0.002660044,0.03379181,0.002166614,0.003166655,0.0006590899,0.1435369,0.01045767,0.002161924,0.0004395706,0.7923452,0.004233166],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9228993,0.01673423,0.00008477136,0.01594724,0.002702017,0.001418395,0.005356293,0.0002493683,0.03460839],"genre_scores_gemma":[0.9745234,0.0005772195,0.001499798,0.003699194,0.004471886,0.000201923,0.00663091,0.0001858704,0.00820981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4649134,"threshold_uncertainty_score":0.9999719,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7125796371","doi":"10.7264/grdgkk65","title":"Florida Cut-Crystal Beads in Ontario","year":2018,"lang":"","type":"article","venue":"Beads (Ottawa. Online)/Beads","topic":"Historical and Cultural Archaeology Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Laurentian University","funders":"University of Toronto; Trent University","keywords":"Bead; Context (archaeology); Assemblage (archaeology); Settlement (finance)","authors":[{"name":"Karlis Karklins","is_ca":false},{"name":"Alicia Hawkins","is_ca":true},{"name":"Heather Walder","is_ca":false},{"name":"Scott Fairgrieve","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0332224711341419,"gpt":0.2907291465221071,"spread":0.2575066753879652,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.001723426,0.001488931,0.002012822,0.0004993523,0.003108689,0.0001709889,0.002230646,0.001310417,0.004030994],"category_scores_gemma":[0.0008684268,0.001332867,0.0008207019,0.002774876,0.00742497,0.0009588548,0.001188967,0.002434391,0.001918408],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01133718,"about_ca_system_score_gemma":0.001901035,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5103474,"about_ca_topic_score_gemma":0.9849146,"domain_scores_codex":[0.988953,0.0009954649,0.002416651,0.002347796,0.001949999,0.003337099],"domain_scores_gemma":[0.9955918,0.0005337413,0.0007264054,0.001050381,0.0009921268,0.001105534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007331998,0.004196733,0.5744142,0.0001297297,0.0008945626,0.0006608763,0.1708567,0.00001189472,0.001912708,0.05685619,0.1263365,0.06299678],"study_design_scores_gemma":[0.001988095,0.001836299,0.0706309,0.0003353026,0.0002875645,0.00002800359,0.01596743,0.00008174713,0.0001699771,0.001078243,0.9054905,0.002105991],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8097363,0.002468345,0.00005733707,0.01303868,0.01083047,0.001219046,0.0002325188,0.0003351849,0.1620822],"genre_scores_gemma":[0.894779,0.0005490129,0.001527039,0.001813645,0.006725118,0.000115152,0.0001881886,0.0001039866,0.09419884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.779154,"threshold_uncertainty_score":0.9999861,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7125805905","doi":"10.7264/xabq3358","title":"The Trade Beads of Fort Rivière Tremblante, a North West Company Post on the Upper Assiniboine, Saskatchewan","year":2021,"lang":"","type":"article","venue":"Beads (Ottawa. Online)/Beads","topic":"Historical and Cultural Archaeology Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Parks Canada","funders":"","keywords":"North west; Bead; Bay; West coast; Fur trade","authors":[{"name":"Karlis Karklins","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02387345220988813,"gpt":0.2730379775092608,"spread":0.2491645252993727,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.001482476,0.001291379,0.001853321,0.0001517145,0.005770374,0.0001963631,0.002485829,0.0006962297,0.0005355471],"category_scores_gemma":[0.001459915,0.0007452637,0.001436594,0.00276493,0.00657791,0.0003494492,0.0007296868,0.001971044,0.0002170534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001401988,"about_ca_system_score_gemma":0.001589256,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01021011,"about_ca_topic_score_gemma":0.5472276,"domain_scores_codex":[0.9897673,0.001878202,0.002286233,0.001568864,0.002252193,0.002247267],"domain_scores_gemma":[0.9924716,0.003330313,0.001079685,0.00147506,0.0009925363,0.0006507482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009049501,0.01153795,0.4252597,0.000318111,0.00369984,0.0005850982,0.1405227,0.00004404817,0.003875927,0.09192035,0.1243901,0.1969412],"study_design_scores_gemma":[0.001401258,0.001231899,0.3140121,0.0004010849,0.0006401601,0.00005051766,0.1224313,0.0001181947,0.0004467401,0.0002129543,0.5577249,0.001328878],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7928454,0.007020415,0.00002710588,0.1644228,0.003081472,0.001251244,0.001647514,0.000189333,0.02951474],"genre_scores_gemma":[0.9734049,0.00198001,0.0003658031,0.003467924,0.002019035,0.0001136295,0.000355363,0.0000960313,0.01819727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5370175,"threshold_uncertainty_score":0.9999838,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7125790160","doi":"10.7264/sf4rdh51","title":"Neutron Activation Analysis of Some 19th-century Faceted Glass Trade Beads from Ontario, Canada, that have Chemical Compositions Resembling Bohemian Glass","year":2025,"lang":"","type":"article","venue":"Beads (Ottawa. Online)/Beads","topic":"Cultural Heritage Materials Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Neutron activation analysis; Chemical composition; Neutron activation; Activation energy; Analytical Chemistry (journal)","authors":[{"name":"Ian Kenyon","is_ca":false},{"name":"Susan Kenyon","is_ca":false},{"name":"Ron Hancock","is_ca":false},{"name":"Susan Aufreiter","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02780501982328747,"gpt":0.2530581934619424,"spread":0.2252531736386549,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0005142033,0.001648091,0.003420572,0.001551748,0.001463599,0.001184475,0.001480161,0.0009297415,0.003842949],"category_scores_gemma":[0.000119138,0.001656558,0.001793187,0.001731075,0.0007751692,0.001222959,0.0005151778,0.001514753,0.0000105883],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01035871,"about_ca_system_score_gemma":0.001624444,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9638819,"about_ca_topic_score_gemma":0.9913726,"domain_scores_codex":[0.9905323,0.0005728667,0.00335265,0.002057882,0.001822744,0.001661524],"domain_scores_gemma":[0.9944137,0.0007588384,0.001694683,0.001811853,0.000728903,0.000591993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001374918,0.005077908,0.03188189,0.0008263398,0.03149313,0.0001068582,0.01440148,0.00201493,0.8429649,0.01982989,0.04524412,0.004783642],"study_design_scores_gemma":[0.009746551,0.0007094073,0.1979176,0.005317179,0.06039843,0.000009025748,0.0658137,0.04522286,0.2154559,0.0002658199,0.3914861,0.007657496],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711496,0.001785096,0.00006693476,0.009034203,0.001563938,0.001011306,0.01252453,0.0001760122,0.002688423],"genre_scores_gemma":[0.969178,0.0003124984,0.0005932138,0.001456848,0.001218829,0.00009483402,0.02345248,0.0001328089,0.003560547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6275091,"threshold_uncertainty_score":0.9998524,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2351140200","doi":"10.7264/vgqyxw82","title":"Man-in-the-Moon Beads","year":2000,"lang":"en","type":"article","venue":"Beads (Ottawa. Online)/Beads","topic":"Space Satellite Systems and Control","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Parks Canada","funders":"University of South Alabama","keywords":"Astrobiology; Geology; Physics","authors":[{"name":"Michele Lorenzini","is_ca":false},{"name":"Karlis Karklins","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006950797354690659,"gpt":0.214452179051538,"spread":0.2075013816968473,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007362376,0.0007046542,0.000748502,0.0003114747,0.0001552374,0.0001914422,0.000940542,0.0004246109,0.001102671],"category_scores_gemma":[0.00003967304,0.0005979805,0.0003421516,0.0008658631,0.00009603745,0.0003162908,0.00003571185,0.0007664937,0.001613243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006452239,"about_ca_system_score_gemma":0.00006166669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001218596,"about_ca_topic_score_gemma":0.003783834,"domain_scores_codex":[0.9962559,0.0001796424,0.001011016,0.0006489052,0.0007092726,0.00119523],"domain_scores_gemma":[0.9981418,0.0001947521,0.00009484591,0.001250452,0.00007935338,0.0002387627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001517981,0.001217189,0.02461469,0.0004504046,0.0004686482,0.0007421665,0.002491375,0.01101852,0.01096593,0.009871838,0.0830455,0.8549619],"study_design_scores_gemma":[0.002669951,0.0002613953,0.02278775,0.0003365418,0.0001301984,0.0001603823,0.001229051,0.01907449,0.0007057699,0.00009879019,0.9510517,0.001493997],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7930587,0.008277037,0.0005584374,0.002440842,0.001674657,0.001513685,0.0002573812,0.001314001,0.1909053],"genre_scores_gemma":[0.9875125,0.0004455279,0.0007882503,0.0009284546,0.001584381,0.0001523949,0.0001956285,0.0001942185,0.008198663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8680062,"threshold_uncertainty_score":0.9998105,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7125820709","doi":"10.7264/k5raw602","title":"Laure Dussubieux and Heather Walder (eds.) The Elemental Analysis of Glass Beads: Technology, Chronology and Exchange.","year":2024,"lang":"","type":"article","venue":"Beads (Ottawa. Online)/Beads","topic":"Cultural Heritage Materials Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Chronology; Elemental analysis; Qualitative analysis; Radiometric dating; Archaeological science","authors":[{"name":"Adelphine Bonneau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01622947718129499,"gpt":0.2630818265703457,"spread":0.2468523493890508,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00102999,0.001210032,0.002192117,0.001751478,0.0009670834,0.001096875,0.0008531571,0.0008212422,0.01224663],"category_scores_gemma":[0.00008926326,0.0008487001,0.0007917303,0.001886153,0.003225899,0.0005411259,0.0009195781,0.00087477,0.00007920632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005404332,"about_ca_system_score_gemma":0.000134639,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005302741,"about_ca_topic_score_gemma":0.07284634,"domain_scores_codex":[0.9940646,0.0004182142,0.001947494,0.001680409,0.0006610134,0.001228266],"domain_scores_gemma":[0.9972085,0.0003411616,0.0005609757,0.001237366,0.0004069431,0.0002450407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005662315,0.00390969,0.03186347,0.004536893,0.0728294,0.0008403613,0.04747982,0.00004747312,0.06342969,0.2596665,0.05791427,0.4569162],"study_design_scores_gemma":[0.001894963,0.001588056,0.006620474,0.00095823,0.02794046,0.000154694,0.04948766,0.008343416,0.002120612,0.000567795,0.8980128,0.002310911],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8557482,0.1206295,0.0000341259,0.01446213,0.00107163,0.0009222433,0.004204893,0.000306539,0.002620646],"genre_scores_gemma":[0.9740056,0.00863031,0.0003523346,0.0005156464,0.001414925,0.0001307401,0.0009107078,0.0001635551,0.01387623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8400984,"threshold_uncertainty_score":0.9999401,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7125837006","doi":"10.7264/kdknps71","title":"Bead Talk: Indigenous Knowledge and Aesthetics from the Flatlands","year":2024,"lang":"","type":"article","venue":"Beads (Ottawa. Online)/Beads","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Indigenous; Bead; Traditional knowledge; Ethnic group; Knowledge production","authors":[{"name":"Ashley Cordes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0175237719219344,"gpt":0.3118551543204902,"spread":0.2943313823985558,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003160199,0.001177534,0.001108797,0.0004484444,0.01362984,0.001417538,0.001795582,0.00143726,0.000569839],"category_scores_gemma":[0.00005236292,0.0008451974,0.0005120365,0.002250295,0.002162155,0.0006952598,0.00004934076,0.001922367,0.0009192949],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00206948,"about_ca_system_score_gemma":0.0300823,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2183458,"about_ca_topic_score_gemma":0.8581535,"domain_scores_codex":[0.9909285,0.001452298,0.001860249,0.001856114,0.001343472,0.002559421],"domain_scores_gemma":[0.9945429,0.001894633,0.000491265,0.001366452,0.0006310772,0.001073647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004551138,0.001842367,0.007062876,0.0003488511,0.0003944597,0.0001254266,0.8132522,0.000004950152,0.00002256326,0.09026923,0.007346895,0.07928465],"study_design_scores_gemma":[0.0005583877,0.0005131178,0.004125215,0.0007768185,0.0005430711,0.00004694879,0.0194151,0.0004529907,0.00008885265,0.002019518,0.9702678,0.001192155],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8020076,0.1105518,0.0001084956,0.005140704,0.01214328,0.002447227,0.001414227,0.0004607647,0.06572584],"genre_scores_gemma":[0.8292166,0.1130679,0.0007197377,0.0005516786,0.01596182,0.00003661445,0.001278499,0.0002911628,0.03887599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9629209,"threshold_uncertainty_score":0.9998591,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7125783783","doi":"10.7264/0vg0w213","title":"Insight into the 17th-Century Bead Industry of Middelburg, the Netherlands","year":2021,"lang":"","type":"article","venue":"Beads (Ottawa. Online)/Beads","topic":"Cultural Heritage Materials Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Parks Canada","funders":"","keywords":"Bead; Product (mathematics); Diversity (politics); Southeast asia; Assemblage (archaeology); Spiral (railway)","authors":[{"name":"Karlis Karklins","is_ca":true},{"name":"Hans Van der Storm","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03049124947905067,"gpt":0.2572830127728762,"spread":0.2267917632938256,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001516344,0.001374997,0.00185071,0.000247237,0.00218056,0.001628259,0.002181139,0.001176283,0.01879918],"category_scores_gemma":[0.0004634886,0.0008067893,0.001371616,0.001091741,0.00223488,0.0006439274,0.001088024,0.002392024,0.0002192943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005794537,"about_ca_system_score_gemma":0.000684389,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007813998,"about_ca_topic_score_gemma":0.0338155,"domain_scores_codex":[0.9911817,0.001529942,0.002949765,0.001371937,0.001600554,0.001366061],"domain_scores_gemma":[0.9930732,0.0007712761,0.001417733,0.002726686,0.001640177,0.0003708869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008070737,0.008923441,0.0162851,0.001991984,0.01012015,0.000939669,0.350734,0.0004108272,0.06368283,0.2685484,0.1197192,0.1578373],"study_design_scores_gemma":[0.001342677,0.0003528309,0.002139362,0.0007191821,0.001956965,0.00005220175,0.06812961,0.0004995866,0.006332817,0.0003507239,0.9168216,0.001302454],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.905811,0.03972266,0.00001383798,0.01647717,0.004399995,0.0009173051,0.001310164,0.0001514416,0.03119648],"genre_scores_gemma":[0.957853,0.003832049,0.0002130833,0.002566149,0.006776614,0.00008600418,0.001063674,0.0002075941,0.02740179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7971024,"threshold_uncertainty_score":0.9999095,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7125773712","doi":"10.7264/5xgewv89","title":"Amber in Archaeology, Curt W. Beck, Ilze B. Loze, and Joan M. Todd (eds.) (2003)","year":2003,"lang":"","type":"article","venue":"Beads (Ottawa. Online)/Beads","topic":"Mineralogy and Gemology Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Parks Canada","funders":"","keywords":"Work (physics); Period (music); Subject (documents); Context (archaeology)","authors":[{"name":"Karlis Karklins","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01633111190699658,"gpt":0.2479174594561836,"spread":0.231586347549187,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002392983,0.001393578,0.001854604,0.0008404567,0.0007893228,0.00009460234,0.0008464858,0.001389106,0.004343018],"category_scores_gemma":[0.002003556,0.001309302,0.0002516832,0.002136898,0.004474692,0.0006013164,0.0002435936,0.00206149,0.0007717237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001059789,"about_ca_system_score_gemma":0.0006848304,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0108412,"about_ca_topic_score_gemma":0.2504752,"domain_scores_codex":[0.9908442,0.001700448,0.001930053,0.002144048,0.0006462751,0.002734907],"domain_scores_gemma":[0.996049,0.001153684,0.0005296114,0.001082013,0.000393115,0.000792504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000175477,0.0005595183,0.9297849,0.0001059308,0.0002910692,0.0006858911,0.0009979669,0.0001607218,0.00004303896,0.005625382,0.03501618,0.02655391],"study_design_scores_gemma":[0.002526132,0.001057394,0.5465909,0.0001564695,0.0002375181,0.0006250629,0.001048978,0.0009894739,0.00005656524,0.001064972,0.4442215,0.001425101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8629361,0.08214376,0.00009371577,0.007614283,0.004439479,0.001171501,0.001084453,0.0001280344,0.04038866],"genre_scores_gemma":[0.957149,0.01397907,0.0059819,0.005151562,0.000886855,0.0000302523,0.0008696893,0.00006433315,0.01588731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4092053,"threshold_uncertainty_score":0.9999073,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7125799671","doi":"10.7264/7tq5yb04","title":"More on Frit-Core Beads in North America","year":2018,"lang":"","type":"article","venue":"Beads (Ottawa. Online)/Beads","topic":"Mineralogy and Gemology Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Bead; Context (archaeology); Range (aeronautics)","authors":[{"name":"Karlis Karklins","is_ca":false},{"name":"Adelphine Bonneau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03091695808698295,"gpt":0.2780418458450473,"spread":0.2471248877580644,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.0009546836,0.001689236,0.002012371,0.001045773,0.001403105,0.0001467304,0.001860034,0.001162284,0.00566422],"category_scores_gemma":[0.0007131745,0.001527503,0.0005249857,0.002950083,0.004311319,0.0005675901,0.0002689909,0.002196676,0.005435368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002649372,"about_ca_system_score_gemma":0.0005116752,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01653858,"about_ca_topic_score_gemma":0.3231013,"domain_scores_codex":[0.9906057,0.0006622384,0.002137329,0.002526806,0.001143436,0.002924564],"domain_scores_gemma":[0.9951557,0.001088252,0.0007656078,0.001724305,0.0004481382,0.0008180146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005348473,0.0009848783,0.852163,0.00006884021,0.000298844,0.0005633403,0.001962218,0.0004376035,0.00003869433,0.0003572011,0.04908622,0.09350433],"study_design_scores_gemma":[0.002083453,0.004508543,0.786736,0.0002778884,0.0002476055,0.00009043797,0.002555793,0.005540343,0.00005596637,0.0001322827,0.1959293,0.001842424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9384915,0.005704883,0.00005371282,0.008639586,0.00429523,0.001031609,0.003243776,0.000209388,0.03833035],"genre_scores_gemma":[0.9704522,0.001540507,0.002238563,0.01064643,0.003901735,0.00003239335,0.003178406,0.0000774422,0.007932277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3065628,"threshold_uncertainty_score":0.9998969,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7125508208","doi":"10.7264/p9j9n088","title":"Glass Bead Production Wasters Related to the First “De Twee Rozen” Glasshouse (1621-1657) in Amsterdam","year":2025,"lang":"","type":"article","venue":"Beads (Ottawa. Online)/Beads","topic":"Cultural Heritage Materials Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Bead; Production (economics); Greenhouse; Quarter (Canadian coin); Colored","authors":[{"name":"Karlis Karklins","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01742327670615085,"gpt":0.2601211710781766,"spread":0.2426978943720258,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002085708,0.001566729,0.001857645,0.00113255,0.001880105,0.002092755,0.001890801,0.0007182725,0.001595741],"category_scores_gemma":[0.0007031363,0.001244616,0.0008543713,0.002054018,0.0007863028,0.0009750362,0.0008533042,0.001368659,0.0006960434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0033155,"about_ca_system_score_gemma":0.0003954775,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008369908,"about_ca_topic_score_gemma":0.1823863,"domain_scores_codex":[0.9905482,0.0008130514,0.00331144,0.002190348,0.001066846,0.002070105],"domain_scores_gemma":[0.9954425,0.0003225456,0.0008470631,0.002267462,0.0007233649,0.0003970901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003477315,0.0126648,0.06228686,0.004453474,0.006977791,0.000868522,0.1665294,0.01236681,0.02770741,0.1590691,0.429793,0.1138056],"study_design_scores_gemma":[0.002670055,0.0007377951,0.01377982,0.002953785,0.001692565,0.00004778553,0.03209963,0.003352955,0.002307499,0.0004778625,0.9374745,0.002405761],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9031525,0.00197005,0.00002905123,0.06832309,0.00780733,0.002725304,0.0007840813,0.000455862,0.01475277],"genre_scores_gemma":[0.9194645,0.0003987979,0.0003031185,0.00299172,0.002577129,0.0003352985,0.0005193501,0.0002247405,0.07318529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5076815,"threshold_uncertainty_score":0.9997081,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7125796804","doi":"10.7264/de401820","title":"Beads of Life: Eastern and Southern African Beadwork from Canadian Collections, by Marie-Louise Labelle (2005)","year":2004,"lang":"","type":"article","venue":"Beads (Ottawa. Online)/Beads","topic":"Archaeology and Rock Art Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Bead; Dingo; Context (archaeology); Craft","authors":[{"name":"Margret Carey","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01051479121330971,"gpt":0.241532315757549,"spread":0.2310175245442393,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.001279025,0.001164252,0.001760581,0.0007245677,0.0159241,0.00009326579,0.00126961,0.001318192,0.001179406],"category_scores_gemma":[0.001116534,0.001207084,0.0004117265,0.002343187,0.004764879,0.0003882273,0.001618447,0.001274381,0.0001858448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002241733,"about_ca_system_score_gemma":0.005416194,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7893331,"about_ca_topic_score_gemma":0.9666576,"domain_scores_codex":[0.9917628,0.0008646941,0.001869305,0.001679872,0.001135923,0.002687446],"domain_scores_gemma":[0.9943326,0.0009592737,0.000906372,0.0009504788,0.0005609431,0.002290301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006084203,0.002824968,0.6601138,0.0001525397,0.002661895,0.0001345936,0.2518723,0.000263562,0.0003244801,0.008921523,0.06005403,0.01206789],"study_design_scores_gemma":[0.006357505,0.001306349,0.009568097,0.0007685292,0.001285685,0.00001297315,0.1366969,0.0003587632,0.0001966451,0.00486438,0.835493,0.003091231],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8797632,0.0407259,0.0004268794,0.04353003,0.003020622,0.001926043,0.01085783,0.0002559607,0.01949346],"genre_scores_gemma":[0.9604682,0.004326657,0.002299205,0.001535182,0.001525632,0.0000908299,0.0004773641,0.0001477672,0.02912913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.775439,"threshold_uncertainty_score":0.9999783,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7125829023","doi":"10.7264/6vxrzv89","title":"Jewelry from Moose Droppings","year":2025,"lang":"","type":"article","venue":"Beads (Ottawa. Online)/Beads","topic":"Tattoo and Body Piercing Complications","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Fishing; Work (physics); Population; Product (mathematics)","authors":[{"name":"The Ottawa Citizen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02384282063801171,"gpt":0.3380592605556282,"spread":0.3142164399176166,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001395452,0.001106644,0.001368481,0.0007758926,0.002959643,0.0008948196,0.002950915,0.001151005,0.001788194],"category_scores_gemma":[0.001267564,0.001213841,0.0008455935,0.004092302,0.001783132,0.0008613592,0.0007429908,0.001496665,0.001479155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002189507,"about_ca_system_score_gemma":0.002489823,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03187206,"about_ca_topic_score_gemma":0.02081058,"domain_scores_codex":[0.9913077,0.0008191232,0.00215891,0.002219439,0.00148092,0.002013864],"domain_scores_gemma":[0.9937562,0.001537524,0.0007978326,0.002199916,0.0008724174,0.0008361498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001404491,0.00536009,0.08121923,0.0002006644,0.001079837,0.00007867817,0.009736791,0.00007260004,0.009642348,0.3190846,0.2577379,0.3156467],"study_design_scores_gemma":[0.001806511,0.0002044209,0.08975206,0.001137686,0.0008532588,0.000003665866,0.008193858,0.002675914,0.0005546534,0.008377614,0.8846178,0.001822584],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5245042,0.01023601,0.007130277,0.06833896,0.01107704,0.002628044,0.003110196,0.001456394,0.3715189],"genre_scores_gemma":[0.9388176,0.001060261,0.006248189,0.00480229,0.003485908,0.0001382932,0.0008483874,0.000124862,0.04447418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6268798,"threshold_uncertainty_score":0.9992983,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7125873018","doi":"10.7264/dj8ckf60","title":"The Beads from an 18th-Century Acadian Site, Prince Edward Island, Canada","year":2025,"lang":"","type":"article","venue":"Beads (Ottawa. Online)/Beads","topic":"Historical and Cultural Archaeology Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Université du Québec à Montréal","keywords":"Bead; Igneous rock; Opacity; Western europe; Front (military)","authors":[{"name":"Helen Kristmanson","is_ca":false},{"name":"Erin Montgomery","is_ca":false},{"name":"Karlis Karklins","is_ca":false},{"name":"Adelphine Bonneau","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01025272795525817,"gpt":0.2746422962231916,"spread":0.2643895682679335,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.001180616,0.001274757,0.001504588,0.0001801555,0.007692277,0.0003000288,0.003203826,0.001268822,0.0004945933],"category_scores_gemma":[0.00117015,0.0009371045,0.0004860336,0.002345717,0.003832674,0.000614924,0.001071044,0.002565301,0.0002121811],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006539292,"about_ca_system_score_gemma":0.004344985,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8799871,"about_ca_topic_score_gemma":0.9975858,"domain_scores_codex":[0.9900364,0.001485428,0.001890014,0.002021195,0.001831124,0.002735867],"domain_scores_gemma":[0.9943541,0.001635746,0.0006806907,0.001375022,0.0007970153,0.001157412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004016181,0.001595737,0.1757948,0.0001078616,0.001667466,0.0003116339,0.02673136,0.00002840653,0.0006226853,0.08109017,0.4388638,0.2727844],"study_design_scores_gemma":[0.000836128,0.0002402676,0.04082656,0.0001969719,0.0003705932,0.000002969802,0.01452926,0.0001387829,0.00003973462,0.0005772202,0.9411068,0.001134753],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5915411,0.05263279,0.000138296,0.211822,0.02245846,0.002626621,0.005142176,0.0005082164,0.1131304],"genre_scores_gemma":[0.8966799,0.01210794,0.0006074089,0.01090507,0.004856606,0.0001864716,0.0008943256,0.00009864344,0.0736636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5022429,"threshold_uncertainty_score":0.9997358,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2346010017","doi":"10.7264/rhqd7631","title":"In Memoriam: Kenneth E. Kidd, 1906-1994","year":2025,"lang":"en","type":"article","venue":"Beads (Ottawa. Online)/Beads","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Parks Canada","funders":"University of Toronto","keywords":"Philosophy","authors":[{"name":"J. A.A. HUNTER","is_ca":false},{"name":"Karlis Karklins","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01085388450785204,"gpt":0.2918638385783918,"spread":0.2810099540705398,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001146764,0.00026884,0.0004728464,0.001427057,0.0009485594,0.0004163312,0.0008864258,0.0004234151,0.001413875],"category_scores_gemma":[0.0005780988,0.0003599182,0.0002238851,0.001868924,0.000836926,0.0004919937,0.0001108789,0.0005738238,0.0003488421],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004890717,"about_ca_system_score_gemma":0.002741377,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6317136,"about_ca_topic_score_gemma":0.9786592,"domain_scores_codex":[0.9968857,0.0003257768,0.000654538,0.000624272,0.0006161138,0.0008936689],"domain_scores_gemma":[0.9985593,0.0002339802,0.0001577454,0.0005591811,0.0001181805,0.0003716139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002239593,0.0003425272,0.004539786,0.00004723612,0.00003980867,0.0001060396,0.002147683,0.00001004134,0.0001089962,0.1429443,0.832425,0.01726614],"study_design_scores_gemma":[0.0006561693,0.00003285697,0.004523166,0.0001031495,0.00004331358,0.000001540106,0.001681093,0.00004039855,0.00001584395,0.001076222,0.9914519,0.000374351],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08228973,0.005572246,0.0002433723,0.03371435,0.02085855,0.001316939,0.0005539651,0.0005426247,0.8549082],"genre_scores_gemma":[0.2634534,0.002873172,0.004191073,0.01503576,0.01027091,0.0002021227,0.0004021084,0.0001603439,0.7034111],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3469456,"threshold_uncertainty_score":0.9998853,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7125833795","doi":"10.7264/zjqj1e88","title":"A Note on the Neutron Activation Analysis of 16th- and 17th-century Blue Glass Trade Beads from the Eastern Great Lakes","year":2025,"lang":"","type":"article","venue":"Beads (Ottawa. Online)/Beads","topic":"Cultural Heritage Materials Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Toronto","keywords":"Neutron activation analysis; Neutron activation; Neutron; Bead; Activation energy","authors":[{"name":"Anne Chafe","is_ca":false},{"name":"Ron Hancock","is_ca":false},{"name":"Ian Kenyon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02563604199331766,"gpt":0.2555048117095943,"spread":0.2298687697162767,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009471605,0.001257723,0.002057558,0.0006778608,0.00153514,0.001485532,0.001304054,0.0005103216,0.001680421],"category_scores_gemma":[0.0002817199,0.0007674917,0.001327243,0.001550899,0.001070229,0.0005928904,0.0004089188,0.0008648735,0.00002974113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007308859,"about_ca_system_score_gemma":0.000150701,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01420328,"about_ca_topic_score_gemma":0.06205223,"domain_scores_codex":[0.9931746,0.001163286,0.002167982,0.00142664,0.001121611,0.0009459461],"domain_scores_gemma":[0.9943485,0.001985183,0.00124567,0.001826284,0.000394942,0.0001994532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004975262,0.008983954,0.108785,0.001476453,0.0665039,0.0001088768,0.131868,0.00272828,0.1594108,0.2828237,0.03000482,0.2023309],"study_design_scores_gemma":[0.005727807,0.001546372,0.2178085,0.004182487,0.05713409,0.000005426092,0.08109991,0.06749199,0.01142148,0.0004102027,0.5491963,0.003975394],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9644571,0.002921746,0.0000673217,0.02369566,0.001043131,0.001050967,0.004387445,0.0001090559,0.002267579],"genre_scores_gemma":[0.9891986,0.001236264,0.00006842506,0.002970456,0.001511938,0.00008609142,0.001718953,0.00009303316,0.003116233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5191915,"threshold_uncertainty_score":0.9997647,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7125788994","doi":"10.7264/r8cdn213","title":"Beadmaking during the 17th and 18th Centuries in Eu County, Normandy","year":2021,"lang":"","type":"article","venue":"Beads (Ottawa. Online)/Beads","topic":"Cultural Heritage Materials Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Context (archaeology); Mediterranean climate; Period (music); Western europe; Middle Ages","authors":[{"name":"Guillaume Klaës","is_ca":false},{"name":"Brad Loewen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01947829419002665,"gpt":0.2393118639188065,"spread":0.2198335697287798,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009127272,0.00113458,0.00148476,0.000316852,0.002073595,0.003147634,0.0007600601,0.0003679739,0.004501496],"category_scores_gemma":[0.0002283019,0.0008733099,0.0004849303,0.0005911359,0.001067015,0.001056568,0.0009299361,0.0009504581,0.00009455731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006893829,"about_ca_system_score_gemma":0.0002717149,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005513896,"about_ca_topic_score_gemma":0.1371657,"domain_scores_codex":[0.9934913,0.000604408,0.002048251,0.001350929,0.001023838,0.001481263],"domain_scores_gemma":[0.9969313,0.0003176632,0.0007004975,0.001121879,0.0006379675,0.0002907441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001452145,0.008909844,0.2051518,0.008996529,0.005870254,0.006451068,0.1870278,0.000637611,0.05728721,0.462699,0.01639995,0.03911669],"study_design_scores_gemma":[0.004498505,0.0003351792,0.1039371,0.002495466,0.001625488,0.000307019,0.08432798,0.001512951,0.004513919,0.0004014921,0.7926196,0.003425309],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645049,0.01471554,0.00000332093,0.003988058,0.001782006,0.0005963745,0.001709975,0.0001365527,0.0125633],"genre_scores_gemma":[0.9764073,0.003443142,0.0001923127,0.0009703523,0.003031914,0.00005313722,0.0005872297,0.0001478691,0.01516671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7762196,"threshold_uncertainty_score":0.9993718,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2346394789","doi":"10.7264/0avyh025","title":"The Beads of Roman and Post-Medieval Antwerpen, Belgium","year":2025,"lang":"en","type":"article","venue":"Beads (Ottawa. Online)/Beads","topic":"Ancient Mediterranean Archaeology and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Parks Canada","funders":"","keywords":"Ancient history; History; Classics; Art; Archaeology","authors":[{"name":"Karlis Karklins","is_ca":true},{"name":"Tony Oost","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01392734458084807,"gpt":0.2402873005739319,"spread":0.2263599559930838,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007938215,0.0004075244,0.0005623394,0.0003534517,0.001272562,0.000068679,0.0006809857,0.0002100731,0.0005325635],"category_scores_gemma":[0.0002830073,0.0003084718,0.0002172591,0.0001445588,0.003771457,0.0002412505,0.000299495,0.000578731,0.00006812149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002267726,"about_ca_system_score_gemma":0.0002753993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007922495,"about_ca_topic_score_gemma":0.01781403,"domain_scores_codex":[0.9973466,0.0001953471,0.0008138455,0.0005438094,0.0004289727,0.0006714262],"domain_scores_gemma":[0.9979131,0.0005474393,0.0002891309,0.0006669282,0.0004142074,0.0001691749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000328224,0.0006145257,0.007829394,0.0002216183,0.0003168928,0.00004972527,0.02247834,0.000001460606,0.001400894,0.7897936,0.1424777,0.03448764],"study_design_scores_gemma":[0.001080411,0.0004925731,0.01621953,0.0002100551,0.0001966532,0.00001540442,0.007022581,0.0001677934,0.0001883135,0.0007319355,0.9732581,0.0004166721],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7784287,0.01349666,0.00010956,0.01070038,0.007789448,0.0008137672,0.000705821,0.0002787929,0.1876769],"genre_scores_gemma":[0.918405,0.000349266,0.0003365374,0.002408546,0.001545916,0.00003911255,0.0003244505,0.00005392949,0.07653727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8307804,"threshold_uncertainty_score":0.9999368,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2282639032","doi":"10.7264/adk3a765","title":"The Levin Catalogue of Mid-19th-Century Beads","year":2025,"lang":"en","type":"article","venue":"Beads (Ottawa. Online)/Beads","topic":"3D Surveying and Cultural Heritage","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Parks Canada","funders":"","keywords":"Late 19th century; Art; Aesthetics","authors":[{"name":"Karlis Karklins","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01374730630321678,"gpt":0.2455383634330538,"spread":0.2317910571298371,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00120689,0.0004610722,0.000560609,0.0001525018,0.0006724428,0.000164883,0.001168009,0.0002923975,0.0004133553],"category_scores_gemma":[0.000398124,0.0003083605,0.0003026723,0.0009816146,0.0004687002,0.0002851606,0.00007872615,0.0005481386,0.0002734831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008585024,"about_ca_system_score_gemma":0.0002939293,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01333305,"about_ca_topic_score_gemma":0.07337868,"domain_scores_codex":[0.9965684,0.0004110997,0.0009170334,0.000634219,0.000607943,0.0008613479],"domain_scores_gemma":[0.9975817,0.0008341799,0.0002704913,0.0008601454,0.0002152136,0.0002382782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001510601,0.0002833141,0.6192464,0.0001593265,0.000199207,0.00004440401,0.00034676,0.0002062726,0.0009345109,0.002264554,0.0421433,0.3340209],"study_design_scores_gemma":[0.001076203,0.0003409161,0.5451337,0.0003309077,0.0001284483,0.00002585028,0.002373283,0.00126683,0.00124311,0.0001995577,0.4470818,0.0007994095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9305983,0.01752444,0.00009014646,0.003166478,0.003190297,0.0006533351,0.002898288,0.0002883649,0.04159037],"genre_scores_gemma":[0.9873449,0.000771098,0.000709984,0.0007356333,0.0003168216,0.000007212595,0.002938314,0.00001662857,0.00715937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4049385,"threshold_uncertainty_score":0.9999369,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2524047520","doi":"10.7264/kngmm679","title":"Die Perle: A 1920s German Trade Journal","year":2005,"lang":"en","type":"article","venue":"Beads (Ottawa. Online)/Beads","topic":"European history and politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Parks Canada","funders":"","keywords":"German; History; Philosophy; Linguistics","authors":[{"name":"Anita von Kahler Gumpert","is_ca":false},{"name":"Karlis Karklins","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03353677590653072,"gpt":0.3372274772246395,"spread":0.3036907013181088,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001473669,0.0003631333,0.0004062043,0.0002274274,0.001541334,0.0002388982,0.0009582351,0.0002630769,0.0009821161],"category_scores_gemma":[0.0003834006,0.0003603298,0.0003282242,0.0003415686,0.0006342146,0.0005985994,0.0000691856,0.0009368867,0.0006611912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001378694,"about_ca_system_score_gemma":0.000657778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004211415,"about_ca_topic_score_gemma":0.006148704,"domain_scores_codex":[0.9960749,0.0007062608,0.000781251,0.0004353958,0.0008761616,0.001126047],"domain_scores_gemma":[0.9980687,0.0002333115,0.0003085002,0.0004687134,0.0001382837,0.0007825196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008339961,0.002325212,0.0118361,0.00006812469,0.0002089547,0.0006413331,0.05490281,0.00007241805,0.001386939,0.2803067,0.4637299,0.1844382],"study_design_scores_gemma":[0.000530227,0.0001196916,0.003743378,0.00005664833,0.00007037168,0.00005981173,0.001552911,0.00006139664,0.00006623056,0.0001599248,0.9931064,0.0004730465],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4738496,0.003652433,0.0001507452,0.01894747,0.00295111,0.0004198088,0.0002347247,0.0004928816,0.4993012],"genre_scores_gemma":[0.9190505,0.0007759089,0.003935343,0.005302679,0.01498767,0.000008907685,0.00007411925,0.0001169427,0.05574794],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5293765,"threshold_uncertainty_score":0.9999311,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7125772915","doi":"10.7264/dnae6z20","title":"Glasperlen Christbaumschmuck/Glass Bead Christmas Tree Ornaments, by Waltraud Neuwirth (1995)","year":2025,"lang":"","type":"article","venue":"Beads (Ottawa. Online)/Beads","topic":"Landscape and Cultural Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Parks Canada","funders":"","keywords":"Bead; Tree (set theory); Christmas tree; Context (archaeology)","authors":[{"name":"Karlis Karklins","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0136207981525589,"gpt":0.2489638865483041,"spread":0.2353430883957452,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0007652606,0.002623073,0.00282045,0.0005523816,0.003890611,0.002028295,0.002317069,0.0009560679,0.005530156],"category_scores_gemma":[0.0002303395,0.002135804,0.001439696,0.001003472,0.001626937,0.00122859,0.0009712405,0.001957505,0.001675619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001715991,"about_ca_system_score_gemma":0.000581543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005568638,"about_ca_topic_score_gemma":0.01772467,"domain_scores_codex":[0.988775,0.000499492,0.003251037,0.002683219,0.00170251,0.003088702],"domain_scores_gemma":[0.9947765,0.0004514318,0.001111189,0.001882473,0.0009929341,0.0007854492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003100572,0.00327806,0.01164501,0.0005901508,0.002335949,0.0001129884,0.005048865,0.00000476854,0.0009746304,0.06511512,0.8197885,0.09079593],"study_design_scores_gemma":[0.004839192,0.001068064,0.003936767,0.001075542,0.001414793,0.0000167298,0.01383783,0.0003508653,0.0008467466,0.0003436529,0.9697457,0.002524129],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3039052,0.1265585,0.0002013983,0.03036626,0.01321878,0.003734483,0.009848039,0.001437334,0.51073],"genre_scores_gemma":[0.7228441,0.009073365,0.0001765285,0.005926126,0.004845994,0.0002729352,0.003054666,0.0002642783,0.253542],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4189389,"threshold_uncertainty_score":0.9991017,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7125789299","doi":"10.7264/asy8x158","title":"Little Chief's Gatherings, by James A. Hanson (1996)","year":2025,"lang":"","type":"article","venue":"Beads (Ottawa. Online)/Beads","topic":"Themes in Literature Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Parks Canada","funders":"","keywords":"Natural (archaeology); Subject (documents); Perspective (graphical); Identification (biology); Exposition (narrative)","authors":[{"name":"Karlis Karklins","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008936385368710052,"gpt":0.2498320284181825,"spread":0.2408956430494724,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001049359,0.001970048,0.002246054,0.001212449,0.001746875,0.002544747,0.002421917,0.001040978,0.007365764],"category_scores_gemma":[0.0003940389,0.001912961,0.001576515,0.001325756,0.001572063,0.00112765,0.0007232373,0.002057746,0.0007125456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001293604,"about_ca_system_score_gemma":0.000486628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003621995,"about_ca_topic_score_gemma":0.003846136,"domain_scores_codex":[0.9909127,0.0005440363,0.002765692,0.002344475,0.00125155,0.002181561],"domain_scores_gemma":[0.9942461,0.000645304,0.0009546191,0.002824117,0.0007924219,0.0005374106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001907327,0.002891004,0.002381912,0.000616406,0.002481867,0.00006687448,0.009285429,0.00002340821,0.00184228,0.3214181,0.6000026,0.05879939],"study_design_scores_gemma":[0.001626641,0.0004459899,0.0002928518,0.001406789,0.001644179,0.00001111058,0.005939776,0.0008081421,0.001939719,0.001347828,0.982676,0.001860945],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1258136,0.1888747,0.001664665,0.02957114,0.01621262,0.00285751,0.01491991,0.001838548,0.6182473],"genre_scores_gemma":[0.5242836,0.002386994,0.001942716,0.008278183,0.006239549,0.0001682621,0.002956386,0.0004096359,0.4533347],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.39847,"threshold_uncertainty_score":0.9995527,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7125780556","doi":"10.7264/fmzfm159","title":"Flights of Fancy: An Introduction to Iroquois Beadwork, by Dolores N. Elliott (2001)","year":2000,"lang":"","type":"article","venue":"Beads (Ottawa. Online)/Beads","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Parks Canada","funders":"","keywords":"Exposition (narrative); Assemblage (archaeology); Agency (philosophy); Work (physics)","authors":[{"name":"Karlis Karklins","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02311668706961574,"gpt":0.3199034302788261,"spread":0.2967867432092104,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003604636,0.00127457,0.001668605,0.000638673,0.001763363,0.0005597781,0.0023227,0.001487693,0.006883794],"category_scores_gemma":[0.0005640986,0.001300872,0.0006007794,0.002791072,0.001847699,0.001538881,0.0002176846,0.001730053,0.0007068783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00132133,"about_ca_system_score_gemma":0.001033033,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01199206,"about_ca_topic_score_gemma":0.01753227,"domain_scores_codex":[0.9887763,0.001390495,0.002339328,0.002460824,0.002491261,0.002541815],"domain_scores_gemma":[0.9942372,0.0004981481,0.0009380746,0.001956634,0.0008662207,0.001503673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009639313,0.01130372,0.003226886,0.0002816358,0.0006469655,0.00006717996,0.03555149,0.0004503725,0.04951002,0.1050835,0.4158406,0.3770737],"study_design_scores_gemma":[0.001141159,0.002273676,0.002962073,0.0003026435,0.0003196698,0.00001200804,0.003771798,0.0004113118,0.009513883,0.002752489,0.9745796,0.00195973],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9026734,0.002304429,0.0003849282,0.05264181,0.004166105,0.001891931,0.001667655,0.0004283,0.03384147],"genre_scores_gemma":[0.9393446,0.002780617,0.003063816,0.001916935,0.01166044,0.00007295731,0.0007986121,0.0002358777,0.0401261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5587389,"threshold_uncertainty_score":0.9998086,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}