{"meta":{"query_hash":"efbe2986a843","filters":{"venue":"University of Washington Tacoma Digital Commons (University of Washington Tacoma)"},"cohort_total":21,"direct_labels_cover":0,"predictions_cover":21,"exported":21,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/efbe2986a843","api":"https://metacan.xera.ac/api/v1/cohort?venue=University+of+Washington+Tacoma+Digital+Commons+%28University+of+Washington+Tacoma%29"},"results":[{"id":"W1729977867","doi":"","title":"Beyond the Scores: Using Candidate Responses on High Stakes Performance Assessment to Inform Teacher Preparation for English Learners.","year":2009,"lang":"en","type":"article","venue":"University of Washington Tacoma Digital Commons (University of Washington Tacoma)","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pedagogy; Psychology; Mathematics education; Variety (cybernetics); Teacher education; Sociology; Teacher preparation; Quarter (Canadian coin); History; Archaeology; Mathematics","score_opus":0.03961253567595996,"score_gpt":0.33553524115821337,"score_spread":0.2959227054822534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1729977867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9501374,0.000009331572,0.0003788378,0.0041854354,0.00020930512,0.00071981375,0.00021326831,0.00011117531,0.044035483],"genre_scores_gemma":[0.9912489,0.000023824266,0.0016775588,0.00021281288,0.000093717776,1.6996357e-7,0.00008286785,0.000014076419,0.006646063],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9980354,0.00021801754,0.00025355085,0.00036755734,0.0006567132,0.0004688137],"domain_scores_gemma":[0.9977716,0.0004844886,0.00049197156,0.0005024807,0.00047309793,0.00027634206],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.000817681,0.00024866062,0.0003916434,0.00046898294,0.0021313718,0.00020825089,0.0012060557,0.00018462115,0.00009627357],"category_scores_gemma":[0.00037916444,0.00028353068,0.0002272423,0.000689025,0.00050964765,0.0017536789,0.00015985612,0.0003321219,0.000008760648],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007577365,0.002283737,0.039394613,0.00022859154,0.00045746937,0.000019470703,0.7078262,0.006574169,0.0017307898,0.114884704,0.029610043,0.08941287],"study_design_scores_gemma":[0.0045732553,0.0033707249,0.113933906,0.0005101638,0.0003433788,0.000003213422,0.46344924,0.006442487,0.0011565438,0.0013122411,0.40334737,0.0015574613],"about_ca_topic_score_codex":0.00494195,"about_ca_topic_score_gemma":0.0029360189,"teacher_disagreement_score":0.37373734,"about_ca_system_score_codex":0.00050441775,"about_ca_system_score_gemma":0.0006713157,"threshold_uncertainty_score":0.9999617},"labels":[],"label_agreement":null},{"id":"W2236570116","doi":"","title":"Of Beargrass and Multitudes","year":2013,"lang":"en","type":"article","venue":"University of Washington Tacoma Digital Commons (University of Washington Tacoma)","topic":"Archaeology and Natural History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Glacier; National park; History; Club; Geography; Meteorology; Geology; Physical geography; Archaeology","score_opus":0.01082414792314604,"score_gpt":0.20381244080587657,"score_spread":0.19298829288273053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2236570116","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9634347,0.00035358284,0.00033251476,0.0020916422,0.000109018234,0.00032593036,0.00010725932,0.00009848936,0.033146862],"genre_scores_gemma":[0.99322355,0.00025924208,0.002916019,0.000020440135,0.000015149312,4.2225953e-8,0.00002798364,0.00001269058,0.003524878],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99830294,0.00022479183,0.00022231537,0.00036542784,0.00048015974,0.00040435366],"domain_scores_gemma":[0.9979913,0.0004915366,0.0005232942,0.0003607826,0.0003560284,0.0002770078],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00035645976,0.00021939781,0.0005706425,0.00043863847,0.0009743114,0.000014899608,0.001185285,0.0003238602,0.00030355624],"category_scores_gemma":[0.00014375082,0.00029448522,0.0002625003,0.0004357943,0.00403041,0.002129558,0.0007064907,0.00038231007,0.000022312755],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011966416,0.001956103,0.5597757,0.0007021313,0.0011335477,0.0001919876,0.18041074,0.00007145122,0.010519985,0.12249579,0.051347453,0.07019847],"study_design_scores_gemma":[0.006285818,0.0013111042,0.46768126,0.00061879825,0.0005135668,0.000017857603,0.23759958,0.00071986293,0.0013265363,0.016812947,0.26513183,0.0019808267],"about_ca_topic_score_codex":0.017003968,"about_ca_topic_score_gemma":0.007236454,"teacher_disagreement_score":0.21378438,"about_ca_system_score_codex":0.00013724816,"about_ca_system_score_gemma":0.00015158074,"threshold_uncertainty_score":0.9999507},"labels":[],"label_agreement":null},{"id":"W2239482684","doi":"","title":"The match game: Instructional design for every learner","year":2005,"lang":"en","type":"article","venue":"University of Washington Tacoma Digital Commons (University of Washington Tacoma)","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science","score_opus":0.020515524787956374,"score_gpt":0.2369534563999567,"score_spread":0.21643793161200034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2239482684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9360441,0.0001452774,0.01496984,0.017334249,0.00031023996,0.0007337688,0.0002327887,0.00028355652,0.029946202],"genre_scores_gemma":[0.96306187,0.00016678072,0.019965226,0.00003685508,0.00016933383,1.554195e-7,0.000067410154,0.00003150112,0.016500844],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99749804,0.0003322079,0.00028383106,0.00045134308,0.0007841906,0.0006504168],"domain_scores_gemma":[0.99697226,0.0012441033,0.00060713326,0.00045179584,0.00045867567,0.00026600674],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0010085697,0.0002753716,0.0004721339,0.000316063,0.0026348128,0.00020114072,0.0017743594,0.00029094,0.00015433329],"category_scores_gemma":[0.0002713138,0.0003257635,0.00048055532,0.0006111099,0.0014204698,0.0024859658,0.00041711933,0.00051529176,0.000040306793],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004071924,0.001987861,0.02181782,0.0002710261,0.001414243,0.00009285999,0.04189055,0.008606638,0.0016416253,0.18151678,0.122645214,0.6140435],"study_design_scores_gemma":[0.0016271094,0.00024977067,0.0027577954,0.00009390433,0.00012710721,0.0000064043666,0.062153354,0.0017959416,0.00015851945,0.0018664467,0.92870253,0.00046113692],"about_ca_topic_score_codex":0.001049921,"about_ca_topic_score_gemma":0.0032831056,"teacher_disagreement_score":0.8060573,"about_ca_system_score_codex":0.00032673302,"about_ca_system_score_gemma":0.00061584444,"threshold_uncertainty_score":0.9999194},"labels":[],"label_agreement":null},{"id":"W2780031518","doi":"","title":"Envisioning Mothers: Visualizations and the Invisibility of Motherhood","year":2017,"lang":"en","type":"article","venue":"University of Washington Tacoma Digital Commons (University of Washington Tacoma)","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oppression; Invisibility; Identity (music); Gender studies; Inequality; Sociology; Social inequality; Social identity theory; Social psychology; Psychology; Political science; Social group; Social science; Politics; Aesthetics","score_opus":0.020661111184435216,"score_gpt":0.2484137803091883,"score_spread":0.22775266912475306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2780031518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9286514,0.00010671275,0.0017197957,0.002694862,0.00013588778,0.00042466482,0.00018548674,0.00007164623,0.06600954],"genre_scores_gemma":[0.99689543,0.00024057181,0.0006722581,0.000027493412,0.0000282488,5.7807416e-8,0.000020684434,0.00001828066,0.0020969515],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978245,0.00035688112,0.00029160365,0.00043071184,0.0006928971,0.0004034387],"domain_scores_gemma":[0.9965942,0.0007330296,0.0011028097,0.0009913531,0.00031020612,0.00026842812],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0011890726,0.00024378282,0.0006620339,0.00025873785,0.0027671824,0.00018595206,0.002214,0.00024946427,0.00012267311],"category_scores_gemma":[0.00068459875,0.00027155326,0.00035806056,0.00027663153,0.004893489,0.0018695178,0.0008876518,0.00031592706,0.0000064739083],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014690333,0.0014532086,0.26874596,0.00038953626,0.00087586965,0.000056874935,0.52143955,0.00011252919,0.0013620532,0.17244777,0.0047222595,0.026925355],"study_design_scores_gemma":[0.009315486,0.0004142688,0.13436234,0.0005478839,0.00052826863,0.0000064472297,0.8029576,0.001263096,0.00059464824,0.010994056,0.03807059,0.00094534346],"about_ca_topic_score_codex":0.009720841,"about_ca_topic_score_gemma":0.0048473384,"teacher_disagreement_score":0.281518,"about_ca_system_score_codex":0.00010283313,"about_ca_system_score_gemma":0.0002450841,"threshold_uncertainty_score":0.99997365},"labels":[],"label_agreement":null},{"id":"W2784887682","doi":"","title":"The New Romans: Ethnic Economic Activities in Rome","year":2006,"lang":"en","type":"article","venue":"University of Washington Tacoma Digital Commons (University of Washington Tacoma)","topic":"Historical and Religious Studies of Rome","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; History; Political science; Sociology; Anthropology","score_opus":0.011770855827083032,"score_gpt":0.1743869176617103,"score_spread":0.16261606183462726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784887682","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81370765,0.00083399354,0.00007588028,0.0029697998,0.0004210661,0.00027252946,0.00025536006,0.00015644173,0.18130726],"genre_scores_gemma":[0.95473224,0.00028313816,0.00012217484,0.000018451372,0.000120157754,7.769876e-8,0.00005540133,0.000028494864,0.044639852],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981182,0.0000971313,0.00035765156,0.00044811194,0.0003927988,0.0005860832],"domain_scores_gemma":[0.9981591,0.00051556004,0.00053312513,0.0005332496,0.00009290928,0.00016602303],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00022610933,0.00036102446,0.0007058524,0.00042617778,0.0014808154,0.00016025433,0.0015353642,0.00017164396,0.00021853893],"category_scores_gemma":[0.000022227032,0.0003865592,0.00048196522,0.0001987637,0.0014911772,0.0014953333,0.0006511427,0.00047744974,0.000078954494],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001465927,0.0015956289,0.010477321,0.0003164021,0.00091062934,0.00036518456,0.09511104,0.0010314567,0.0005611037,0.4118882,0.45775765,0.018519439],"study_design_scores_gemma":[0.002610872,0.00049356866,0.008274941,0.00022060172,0.00014907033,0.000009122277,0.079787545,0.0002941655,0.00006892831,0.008146866,0.89906466,0.0008796512],"about_ca_topic_score_codex":0.031837735,"about_ca_topic_score_gemma":0.11093112,"teacher_disagreement_score":0.44130704,"about_ca_system_score_codex":0.0004988798,"about_ca_system_score_gemma":0.00016258092,"threshold_uncertainty_score":0.9998586},"labels":[],"label_agreement":null},{"id":"W3000465536","doi":"10.1109/tit.2020.2967048","title":"On the Commitment Capacity of Unfair Noisy Channels","year":2020,"lang":"","type":"article","venue":"University of Washington Tacoma Digital Commons (University of Washington Tacoma)","topic":"Wireless Communication Security Techniques","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Oblivious transfer; Computer science; Channel (broadcasting); Cryptography; Binary symmetric channel; Binary number; Adversary; Cryptographic primitive; Channel capacity; Computer security; Point (geometry); Theoretical computer science; Noise (video); Cryptographic protocol; Computer network; Mathematics; Artificial intelligence; Arithmetic","score_opus":0.02639158041173163,"score_gpt":0.18965010394208096,"score_spread":0.16325852353034934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000465536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9489446,0.00026513418,0.008057766,0.012708094,0.00025173265,0.0016587889,0.0022111756,0.00061355194,0.025289109],"genre_scores_gemma":[0.996756,0.00040684282,0.0020986726,0.00014879197,0.00004122516,3.9872134e-7,0.00015863446,0.000107565334,0.00028183966],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951282,0.00065392355,0.0009673628,0.00091875956,0.0014401865,0.0008915576],"domain_scores_gemma":[0.99251074,0.0017852278,0.0017751791,0.002562473,0.0007103728,0.0006559942],"candidate_categories":["metaepi_narrow","open_science"],"consensus_categories":[],"category_scores_codex":[0.00074477884,0.0009950672,0.0019448578,0.0007421212,0.0010172089,0.00017449918,0.0067481776,0.00071516563,0.00047891485],"category_scores_gemma":[0.00030330397,0.0012740162,0.0012665322,0.0017685648,0.0024019924,0.0021413923,0.002982301,0.0019920915,0.00007755127],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006342455,0.010738136,0.014234122,0.007826529,0.009395376,0.00053938926,0.23224084,0.028685628,0.042476222,0.4678922,0.15886411,0.020764971],"study_design_scores_gemma":[0.0223753,0.012821775,0.017127862,0.011703499,0.00393563,0.00007886578,0.27062368,0.20321463,0.12240946,0.01574809,0.3087177,0.011243514],"about_ca_topic_score_codex":0.0016957151,"about_ca_topic_score_gemma":0.00036962825,"teacher_disagreement_score":0.45214412,"about_ca_system_score_codex":0.0005452165,"about_ca_system_score_gemma":0.00020399019,"threshold_uncertainty_score":0.998971},"labels":[],"label_agreement":null},{"id":"W3125294814","doi":"","title":"The Incidence of High Medical Expenses by Health Status in Seven Developed Countries","year":2016,"lang":"en","type":"preprint","venue":"University of Washington Tacoma Digital Commons (University of Washington Tacoma)","topic":"Global Health Care Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medical expenses; Quarter (Canadian coin); Health care; Business; Cost sharing; Social determinants of health; Demographic economics; Public economics; Environmental health; Economic growth; Medicine; Economics; Nursing; Geography; Medical emergency","score_opus":0.024056481815892882,"score_gpt":0.3081871737848477,"score_spread":0.28413069196895485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125294814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9657755,0.0015705768,0.0008959678,0.01677313,0.0008960822,0.0017834546,0.0053664385,0.00021855699,0.0067203226],"genre_scores_gemma":[0.99270576,0.003246482,0.00084509066,0.00021908336,0.000050170427,8.366108e-7,0.0004915327,0.0000674958,0.002373564],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9914996,0.0017885487,0.0015843473,0.0010938146,0.0022958745,0.0017378419],"domain_scores_gemma":[0.9875637,0.004538214,0.0040628677,0.0016461996,0.0012552592,0.00093371165],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0024663238,0.0007684696,0.002342718,0.0007490393,0.001893551,0.000056114495,0.004504282,0.0013542254,0.00031330448],"category_scores_gemma":[0.0011394416,0.00080537796,0.0004559377,0.0007437859,0.0022906077,0.0012363582,0.0063054534,0.0025541314,0.00007879682],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006225149,0.0016734459,0.39235014,0.009271999,0.0011973275,0.00048452083,0.09077524,0.00009063942,0.00012494413,0.027617076,0.45507,0.015119523],"study_design_scores_gemma":[0.013411303,0.0016261576,0.24264908,0.028760506,0.000313186,0.000019639112,0.26339635,0.00038163268,0.000250074,0.011902022,0.43419263,0.0030974203],"about_ca_topic_score_codex":0.06075891,"about_ca_topic_score_gemma":0.05258237,"teacher_disagreement_score":0.17262113,"about_ca_system_score_codex":0.0021988421,"about_ca_system_score_gemma":0.006107838,"threshold_uncertainty_score":0.99994224},"labels":[],"label_agreement":null},{"id":"W3202160978","doi":"","title":"Faster key compression for isogeny-based cryptosystems","year":2017,"lang":"en","type":"preprint","venue":"University of Washington Tacoma Digital Commons (University of Washington Tacoma)","topic":"Cryptography and Residue Arithmetic","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Isogeny; Key (lock); Cryptosystem; Cryptography; Elliptic curve cryptography; Compression (physics); Overhead (engineering); Theoretical computer science; Key encapsulation; Public-key cryptography; Computer engineering; Computer security; Key exchange; Mathematics; Elliptic curve; Encryption; Operating system","score_opus":0.020743993331706158,"score_gpt":0.21559680463043196,"score_spread":0.1948528112987258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202160978","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48594645,0.00044478072,0.49196112,0.0031480398,0.0012808186,0.0018697144,0.002251306,0.0006258995,0.012471877],"genre_scores_gemma":[0.9632846,0.000055708322,0.035057742,0.00003854747,0.00006501391,5.538437e-7,0.00043412068,0.00006084416,0.0010028434],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9955247,0.00028608795,0.0006082343,0.0015770404,0.001115889,0.00088801415],"domain_scores_gemma":[0.99206924,0.00071741134,0.0024905757,0.0033869056,0.0008244531,0.00051143154],"candidate_categories":["metaepi_narrow","sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.00063417613,0.0008807011,0.0017267806,0.0013597733,0.001738688,0.00074965437,0.009707921,0.0009787229,0.00003480205],"category_scores_gemma":[0.000109354936,0.0011431858,0.0018106101,0.00049282046,0.0011426047,0.0024722524,0.0058474336,0.0011509457,0.00002093081],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011851087,0.020746188,0.13762036,0.035656475,0.013895278,0.0036078086,0.08477406,0.032672953,0.027316628,0.2325089,0.21427105,0.18507922],"study_design_scores_gemma":[0.037238136,0.0051516644,0.053073436,0.02014261,0.0033247361,0.00013022563,0.027016368,0.3981216,0.012745428,0.051372934,0.3781127,0.01357014],"about_ca_topic_score_codex":0.0014548243,"about_ca_topic_score_gemma":0.00056897826,"teacher_disagreement_score":0.4773382,"about_ca_system_score_codex":0.00023767492,"about_ca_system_score_gemma":0.00055086554,"threshold_uncertainty_score":0.9995609},"labels":[],"label_agreement":null},{"id":"W6989661702","doi":"","title":"Book Review of Understanding Social Inequality: Intersections of Clars, Age, Gender, Ethnicity, and Race in Canada","year":2006,"lang":"en","type":"article","venue":"University of Washington Tacoma Digital Commons (University of Washington Tacoma)","topic":"Contemporary Sociological Theory and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Race (biology); Class (philosophy); Ethnic group; Social constructionism","score_opus":0.05766991134173004,"score_gpt":0.2619396130057397,"score_spread":0.20426970166400965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989661702","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91580576,0.0058318065,0.0010260646,0.004915955,0.00011748414,0.000467013,0.00042216264,0.000051121984,0.07136261],"genre_scores_gemma":[0.99640113,0.0023935556,0.000119578595,0.00016461479,0.000015355234,4.1083133e-8,0.000051853036,0.000009327999,0.00084455777],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99746066,0.00091350405,0.00043228897,0.00032184637,0.000551104,0.0003205716],"domain_scores_gemma":[0.9972128,0.0012297841,0.0010035464,0.00023950207,0.0001862037,0.00012812235],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011892591,0.00020460326,0.00081944105,0.00025646223,0.00060973153,0.000024324896,0.0007948275,0.00021353972,0.00023325002],"category_scores_gemma":[0.00025949956,0.0002797162,0.0002641627,0.0007069287,0.001357325,0.001555559,0.00046284002,0.00049235165,7.117334e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027938967,0.002758979,0.27847624,0.009637552,0.0012825462,0.00081998867,0.10894049,0.00014508673,0.0018242965,0.4152551,0.17232907,0.0057367557],"study_design_scores_gemma":[0.004767784,0.0005929786,0.09197997,0.0046762954,0.0006265236,0.0000123002665,0.6145387,0.00013937094,0.00024009391,0.024773402,0.2560507,0.0016018088],"about_ca_topic_score_codex":0.5757199,"about_ca_topic_score_gemma":0.5617463,"teacher_disagreement_score":0.50559825,"about_ca_system_score_codex":0.0006584413,"about_ca_system_score_gemma":0.0006257895,"threshold_uncertainty_score":0.9999655},"labels":[],"label_agreement":null},{"id":"W6989850907","doi":"","title":"Clayoquot Sound Harmful Algal Blooms Investigation of Herbert Inlet - 2019","year":2020,"lang":"en","type":"article","venue":"University of Washington Tacoma Digital Commons (University of Washington Tacoma)","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; Nekton; Diafiltration","score_opus":0.014937879747164519,"score_gpt":0.16523510189815005,"score_spread":0.15029722215098554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989850907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9759673,0.0000904494,0.00082727533,0.0014494483,0.000130148,0.0003117182,0.0012273445,0.00011959578,0.019876722],"genre_scores_gemma":[0.9975717,0.000036715886,0.0008192156,0.000090082394,0.000040979994,1.3434623e-8,0.00070285547,0.000013748301,0.0007246874],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99764895,0.0001849973,0.00042599163,0.0005616085,0.0007266649,0.00045179966],"domain_scores_gemma":[0.99758995,0.00029595487,0.0008663346,0.00049268064,0.00025991106,0.00049518584],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00028405507,0.00036249997,0.000815822,0.00034543657,0.0003860497,0.000092262875,0.0015838516,0.00025357647,0.0008779775],"category_scores_gemma":[0.00007452435,0.0004682285,0.00040590248,0.000829538,0.0006700543,0.0022325232,0.00043130416,0.00044608524,0.00010930084],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008817056,0.00015641974,0.96206856,0.0004952872,0.0003682313,0.00013238532,0.007956351,0.0009582429,0.0010720306,0.0007930424,0.015709467,0.0094082635],"study_design_scores_gemma":[0.010280028,0.004982002,0.7522144,0.0009225374,0.00094104663,0.000077786106,0.09271132,0.043827996,0.0036737828,0.0031511013,0.083893076,0.003324942],"about_ca_topic_score_codex":0.015839117,"about_ca_topic_score_gemma":0.008553076,"teacher_disagreement_score":0.20985419,"about_ca_system_score_codex":0.000031258354,"about_ca_system_score_gemma":0.00017337076,"threshold_uncertainty_score":0.99977696},"labels":[],"label_agreement":null},{"id":"W7006447429","doi":"","title":"The Truth Behind the Lies: The Canadian Federal Government's Intentions Behind the Creation of Residential Schools","year":2023,"lang":"en","type":"article","venue":"University of Washington Tacoma Digital Commons (University of Washington Tacoma)","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Circumstantial evidence; Hyporeflexia; Nucleofection; Pretext; TSG101; Government (linguistics)","score_opus":0.012239123906752827,"score_gpt":0.20139161628378996,"score_spread":0.18915249237703713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006447429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.835925,0.00014169209,0.000075016535,0.046604834,0.00071680674,0.0007263763,0.0010374403,0.00010274571,0.1146701],"genre_scores_gemma":[0.9807242,0.00021629385,0.000022213895,0.000044957076,0.00007103144,2.7388327e-7,0.0000488393,0.000017388616,0.018854795],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996826,0.0004961184,0.00029804703,0.0003266494,0.0014637148,0.00058946165],"domain_scores_gemma":[0.99657756,0.0013402995,0.0006571626,0.00078723166,0.00034525874,0.00029246346],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0014580389,0.00020992687,0.00033008293,0.00041133634,0.013736829,0.0010665372,0.003174078,0.00020959628,0.00015068144],"category_scores_gemma":[0.0006750781,0.00019003442,0.00050132326,0.0008662259,0.004348863,0.001491932,0.00057577895,0.00069451437,0.000046749883],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007069621,0.00040094115,0.030730851,0.00012462071,0.0014559021,0.00015516557,0.22681129,0.00048576953,0.0003672038,0.2010989,0.51929474,0.01836763],"study_design_scores_gemma":[0.00070168934,0.00010664086,0.073908694,0.000116192736,0.00023773602,0.000003772549,0.34271997,0.00019252015,0.000028507122,0.0018866344,0.57979363,0.0003040083],"about_ca_topic_score_codex":0.8177949,"about_ca_topic_score_gemma":0.99193245,"teacher_disagreement_score":0.19921227,"about_ca_system_score_codex":0.0013640684,"about_ca_system_score_gemma":0.0014930284,"threshold_uncertainty_score":0.99997044},"labels":[],"label_agreement":null},{"id":"W7008676404","doi":"","title":"Clayoquot Sound Harmful Algal Blooms Investigation of Warn Bay to Tranquil Inlet - 2019","year":2021,"lang":"en","type":"article","venue":"University of Washington Tacoma Digital Commons (University of Washington Tacoma)","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bay; Algal bloom; Nutrient; Inlet; Shellfish; Transect; Nekton; Algae","score_opus":0.011968822511463039,"score_gpt":0.17181315960010446,"score_spread":0.15984433708864143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008676404","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9782762,0.00010621552,0.0011162444,0.0010300587,0.00020972156,0.0002926169,0.0015651375,0.00009128067,0.017312545],"genre_scores_gemma":[0.9953185,0.000039925686,0.0013920494,0.00006391586,0.00003362054,2.1535662e-8,0.0009202464,0.000014227922,0.0022175158],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99739045,0.00023486918,0.00044199786,0.00062732305,0.0007855822,0.000519786],"domain_scores_gemma":[0.99741036,0.00035322935,0.000618592,0.00069539296,0.00043616805,0.00048627198],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038662503,0.00036853034,0.0008419554,0.00052227784,0.00043016815,0.00011343975,0.001370595,0.00026137778,0.001069058],"category_scores_gemma":[0.00008623926,0.0004889405,0.00040915183,0.0010766493,0.0004944083,0.0019320681,0.00043622282,0.0004099736,0.000107361135],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008802348,0.00035640658,0.9456367,0.000536912,0.0005118311,0.0003644484,0.0114114005,0.0017653638,0.0028516196,0.0011917053,0.016676066,0.017817331],"study_design_scores_gemma":[0.008135529,0.0030448309,0.7642414,0.0012087874,0.0008421046,0.00018702961,0.11244701,0.009863589,0.008440933,0.0034665943,0.08507223,0.003049994],"about_ca_topic_score_codex":0.011707052,"about_ca_topic_score_gemma":0.03460992,"teacher_disagreement_score":0.1813953,"about_ca_system_score_codex":0.000046172456,"about_ca_system_score_gemma":0.00028472193,"threshold_uncertainty_score":0.9998441},"labels":[],"label_agreement":null},{"id":"W7009289077","doi":"","title":"Disability Accessibility in Washington Courts","year":2022,"lang":"en","type":"article","venue":"University of Washington Tacoma Digital Commons (University of Washington Tacoma)","topic":"Alexander von Humboldt Studies","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"State (computer science); Accommodation; Reasonable accommodation; Diversity (politics); Interpretation (philosophy); Mental illness; Disability discrimination; Judicial interpretation","score_opus":0.015480168086278601,"score_gpt":0.20852068370675458,"score_spread":0.19304051562047597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009289077","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9839077,0.00041137383,0.00017324468,0.0015428301,0.00043907334,0.00066016224,0.0012008181,0.00025609796,0.011408691],"genre_scores_gemma":[0.99615395,0.00004756497,0.00022798478,0.00004339436,0.0000127315025,5.164766e-7,0.000454044,0.00004235839,0.0030174677],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959581,0.00082694466,0.00065779436,0.0011644874,0.00046724785,0.0009254411],"domain_scores_gemma":[0.9963985,0.0008629038,0.0010222377,0.0013290576,0.00023971831,0.00014759593],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010949951,0.0005835022,0.0014041951,0.0005971968,0.001821053,0.000061157574,0.0030800963,0.0003731269,0.0016302824],"category_scores_gemma":[0.00019454586,0.0008152778,0.0006505657,0.0008450757,0.0025012023,0.0019597576,0.0042853127,0.0014853948,0.00005683192],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029783142,0.005258858,0.9340553,0.000358728,0.00093634654,0.00022574158,0.020794576,0.00042650918,0.010054826,0.0028524972,0.015606062,0.0064522307],"study_design_scores_gemma":[0.010344581,0.001324635,0.80160254,0.00024285089,0.00040313543,0.00007599533,0.1156765,0.00025275262,0.0020106202,0.0024802457,0.06373622,0.0018499416],"about_ca_topic_score_codex":0.0041076215,"about_ca_topic_score_gemma":0.0030485904,"teacher_disagreement_score":0.13245279,"about_ca_system_score_codex":0.00095264474,"about_ca_system_score_gemma":0.00023336864,"threshold_uncertainty_score":0.99947846},"labels":[],"label_agreement":null},{"id":"W7029261717","doi":"","title":"Ã’The Journey I Have Been ThroughÃ“: The Role of Religion and Spirituality in Aging Well Among HIV-Positive Older Adults","year":2017,"lang":"en","type":"article","venue":"University of Washington Tacoma Digital Commons (University of Washington Tacoma)","topic":"Religion, Spirituality, and Psychology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Toronto; Fulbright Canada; McMaster University; University of Washington","keywords":"Spirituality; Mindfulness; Psychological intervention; Feeling; Qualitative research; Human immunodeficiency virus (HIV)","score_opus":0.011777874671031599,"score_gpt":0.24878525199998022,"score_spread":0.2370073773289486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029261717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9219364,0.00035191295,0.00009827383,0.008893902,0.00014764501,0.000499885,0.00013389137,0.00004698161,0.067891106],"genre_scores_gemma":[0.9976881,0.0006740409,0.00012610582,0.00005143858,0.000045829183,1.1526924e-7,0.000024912648,0.000018346063,0.0013711064],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99709624,0.0006184862,0.0004211757,0.00055823266,0.00070694403,0.00059890025],"domain_scores_gemma":[0.99607813,0.0009028306,0.0013609271,0.0010373155,0.00037925728,0.00024155945],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001506808,0.0003087556,0.0006646404,0.0002635372,0.0036262593,0.00031028752,0.00276647,0.00035140433,0.000021410566],"category_scores_gemma":[0.00026985328,0.0002981186,0.00036423453,0.00029246465,0.005067602,0.002277293,0.00096929667,0.0006408629,0.000007766904],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00067024323,0.0004861262,0.84465325,0.00008342395,0.00021544175,0.0000630597,0.118552886,0.000015089776,0.000088636276,0.019812642,0.0077847503,0.0075744404],"study_design_scores_gemma":[0.0026560775,0.00019618796,0.7019469,0.0006617243,0.00013468502,0.0000066723264,0.26140702,0.0002003323,0.00022619539,0.0067615127,0.025287323,0.0005153445],"about_ca_topic_score_codex":0.10140231,"about_ca_topic_score_gemma":0.11922087,"teacher_disagreement_score":0.14285412,"about_ca_system_score_codex":0.00017150774,"about_ca_system_score_gemma":0.00014928683,"threshold_uncertainty_score":0.9999471},"labels":[],"label_agreement":null},{"id":"W7046058815","doi":"","title":"Clayoquot Sound Harmful Algal Blooms Investigation of Sydney Inlet - 2019","year":2020,"lang":"en","type":"article","venue":"University of Washington Tacoma Digital Commons (University of Washington Tacoma)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Algal bloom; Inlet; Phytoplankton; Sound (geography); Nutrient; Nitrate; Chlorophyll a; Hydrology (agriculture)","score_opus":0.016254785855507305,"score_gpt":0.1977941683795961,"score_spread":0.1815393825240888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046058815","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95795625,0.000029489509,0.0031506051,0.0039945925,0.00006905907,0.00048739277,0.0010143497,0.00008657745,0.033211656],"genre_scores_gemma":[0.9962502,0.000013530675,0.0011508538,0.000047422043,0.00004300305,9.393843e-8,0.00046669177,0.000026568841,0.0020016402],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974341,0.00018154156,0.000434021,0.0005844944,0.00087914785,0.00048672824],"domain_scores_gemma":[0.9972428,0.00032295322,0.0008366402,0.00062814326,0.00045338555,0.0005160457],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027048166,0.00037561555,0.0007803655,0.00042749307,0.00038855217,0.000092877635,0.0017563044,0.00017292616,0.007827595],"category_scores_gemma":[0.000054066237,0.00052017433,0.00046329875,0.0008022519,0.00079924247,0.0007701489,0.0013285989,0.0005707034,0.00006455478],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018380499,0.0014622337,0.7086638,0.0009093874,0.0015108031,0.00012849545,0.026037777,0.00033298382,0.03869956,0.034682754,0.1393281,0.046406027],"study_design_scores_gemma":[0.030899784,0.00632261,0.23111023,0.0016395485,0.002020427,0.000015686852,0.29516405,0.02384993,0.0377455,0.007614484,0.35805508,0.0055626524],"about_ca_topic_score_codex":0.0054833833,"about_ca_topic_score_gemma":0.0003519242,"teacher_disagreement_score":0.47755358,"about_ca_system_score_codex":0.00004532464,"about_ca_system_score_gemma":0.00026685587,"threshold_uncertainty_score":0.999725},"labels":[],"label_agreement":null},{"id":"W7061478843","doi":"","title":"Promoting Students’ Critical and Active Engagement in Socio-Scientific Problems: Inter-Trans-National Perspectives","year":2019,"lang":"en","type":"article","venue":"University of Washington Tacoma Digital Commons (University of Washington Tacoma)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Science education; Professional development; Scientific consensus; Science communication; Critical thinking","score_opus":0.014610795675533255,"score_gpt":0.24216336036782543,"score_spread":0.22755256469229218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7061478843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95660466,0.000021661945,0.0005439588,0.0021068326,0.00006088042,0.0006877922,0.00027684896,0.000039717816,0.03965765],"genre_scores_gemma":[0.99599606,0.0000058083538,0.00043247722,0.0000054865545,0.0000127498215,2.6183264e-7,0.00008036358,0.000014790428,0.0034520088],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99752533,0.00020869412,0.0002601919,0.00064433337,0.0009249379,0.00043652637],"domain_scores_gemma":[0.99834585,0.00043383942,0.00025684174,0.00033999595,0.0004372778,0.00018620565],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00065865484,0.00026229548,0.0004671606,0.0006046334,0.00046699733,0.00022106954,0.0010905364,0.00009564672,0.0057177483],"category_scores_gemma":[0.000052787036,0.0003548725,0.00021199309,0.00048743168,0.0008091613,0.0008327967,0.0011910253,0.0005617922,0.000022208951],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005679888,0.004839318,0.769153,0.0006856881,0.00061347726,0.000042941825,0.13269489,0.00006217561,0.013506195,0.02884491,0.0029001639,0.046089236],"study_design_scores_gemma":[0.008658212,0.001144263,0.27493972,0.0010884289,0.0001750128,0.00000403316,0.6725142,0.0060557574,0.00083839876,0.0034417342,0.02983458,0.0013056435],"about_ca_topic_score_codex":0.0011625218,"about_ca_topic_score_gemma":0.00041332148,"teacher_disagreement_score":0.53981936,"about_ca_system_score_codex":0.00012633663,"about_ca_system_score_gemma":0.0001853798,"threshold_uncertainty_score":0.9998903},"labels":[],"label_agreement":null},{"id":"W7064685217","doi":"","title":"The Causes and Effects of Teacher Attrition Amongst Secondary Educators","year":2023,"lang":"en","type":"article","venue":"University of Washington Tacoma Digital Commons (University of Washington Tacoma)","topic":"Electromagnetic Compatibility and Measurements","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Attrition; Affect (linguistics); Data collection; Teacher education; School teachers","score_opus":0.007967193166507538,"score_gpt":0.17413534149242071,"score_spread":0.16616814832591317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7064685217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918219,0.00034926066,0.00012427435,0.00026863473,0.00017832954,0.00033030903,0.000098708704,0.00024980863,0.0065787993],"genre_scores_gemma":[0.9985838,0.00023859783,0.00014369676,0.0000049272176,0.0000135759765,1.174954e-7,0.000058117297,0.000026159574,0.0009310411],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985157,0.0001099099,0.000245375,0.00030366812,0.0004229463,0.00040237425],"domain_scores_gemma":[0.99839914,0.0005491991,0.00022781805,0.00049830234,0.0001476294,0.0001779132],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031450088,0.00026401537,0.00048670708,0.0003800314,0.00046956746,0.000053066142,0.0007749846,0.00016566738,0.000028592429],"category_scores_gemma":[0.0000875535,0.00032227224,0.00022213024,0.0006681777,0.0006529649,0.0008079335,0.00035378555,0.0003983287,0.000010162837],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020379482,0.0031761588,0.3189175,0.012597289,0.005068929,0.0005190629,0.0569145,0.002106994,0.21524021,0.015468325,0.16648807,0.20146501],"study_design_scores_gemma":[0.008199375,0.00219477,0.8322885,0.0017438942,0.0008966812,0.000035123972,0.061750665,0.0072793653,0.028482128,0.0035793656,0.05148366,0.0020664935],"about_ca_topic_score_codex":0.0006574406,"about_ca_topic_score_gemma":0.0011596477,"teacher_disagreement_score":0.51337093,"about_ca_system_score_codex":0.00015010154,"about_ca_system_score_gemma":0.00009341907,"threshold_uncertainty_score":0.99992293},"labels":[],"label_agreement":null},{"id":"W7068179557","doi":"","title":"Next-Generation Biomass Mapping for Regional Emissions and Carbon Inventories: Incorporating Uncertainty in Wildland Fuel Characterization","year":2019,"lang":"en","type":"article","venue":"University of Washington Tacoma Digital Commons (University of Washington Tacoma)","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Biomass (ecology); Vegetation (pathology); Geospatial analysis; Land cover; Spatial variability; Land use; Vegetation type; Fuel efficiency","score_opus":0.019010398112122615,"score_gpt":0.19915202090017847,"score_spread":0.18014162278805584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7068179557","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99469566,0.000066346714,0.0031138968,0.0005914918,0.000087434804,0.00037082884,0.00020820418,0.000022601913,0.00084354455],"genre_scores_gemma":[0.9961151,0.00006945266,0.0011660177,0.000032143278,0.00003182106,1.5179818e-7,0.001720282,0.000016942056,0.0008480812],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988525,0.000074240066,0.00022205406,0.00042100355,0.00019982067,0.00023036415],"domain_scores_gemma":[0.99892205,0.000049242975,0.00041473936,0.00030401995,0.00018548344,0.00012448928],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020658277,0.00020131022,0.00031651297,0.00026875114,0.00019484138,0.000048464826,0.0003728656,0.0002405084,0.0000068362738],"category_scores_gemma":[0.00005154946,0.0002777614,0.00013057576,0.0002809362,0.00023087674,0.00012817557,0.00030973565,0.00013268096,8.497263e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004840965,0.00026844,0.18701196,0.00031989388,0.00013571049,0.0000068652002,0.0024248573,0.0011822234,0.80477244,0.001246531,0.000564244,0.0015827246],"study_design_scores_gemma":[0.020806216,0.0032887203,0.2753116,0.0014045676,0.00033070458,0.000050398445,0.072698966,0.5337577,0.006724964,0.0024859663,0.079593405,0.0035468275],"about_ca_topic_score_codex":0.0004644314,"about_ca_topic_score_gemma":0.001209258,"teacher_disagreement_score":0.7980475,"about_ca_system_score_codex":0.000082931576,"about_ca_system_score_gemma":0.00012835182,"threshold_uncertainty_score":0.99996746},"labels":[],"label_agreement":null},{"id":"W7086614411","doi":"","title":"Toward a luminescence chronology for coastal dune and beach deposits on Calvert Island, British Columbia central coast, Canada","year":2015,"lang":"en","type":"article","venue":"University of Washington Tacoma Digital Commons (University of Washington Tacoma)","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Chronology; Radiocarbon dating; Thermoluminescence dating; Optically stimulated luminescence; Plateau (mathematics); Glacial period; Quaternary; Pleistocene","score_opus":0.01173226436661877,"score_gpt":0.18484572412413522,"score_spread":0.17311345975751646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7086614411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93213207,0.0003240471,0.06318004,0.0014351923,0.00023744529,0.00053052814,0.00092584867,0.00030781754,0.0009269912],"genre_scores_gemma":[0.96678144,0.000017525921,0.032090165,0.00007928857,0.000021917,1.3090816e-7,0.00018695235,0.000019704807,0.0008028959],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99764884,0.00009813831,0.00026467073,0.0007348764,0.0006037742,0.00064969575],"domain_scores_gemma":[0.99776167,0.0002627692,0.00048023366,0.000570614,0.00046002824,0.000464706],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021195124,0.0003010129,0.00067605096,0.00019905927,0.00051496446,0.00038252273,0.0022735451,0.00025360676,0.0000097408365],"category_scores_gemma":[0.00014680423,0.0005066058,0.0001861813,0.00047507774,0.00051757926,0.0019167113,0.0010885963,0.0004229071,9.954541e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022328345,0.0021730193,0.37913635,0.0017258398,0.0011366935,0.004361495,0.019718334,0.00023309984,0.0026850074,0.009739886,0.40533242,0.17152502],"study_design_scores_gemma":[0.072713934,0.021620482,0.43096194,0.008750368,0.0020276243,0.0046512983,0.10601253,0.13224246,0.016419815,0.032621376,0.15410244,0.017875742],"about_ca_topic_score_codex":0.55371684,"about_ca_topic_score_gemma":0.9245482,"teacher_disagreement_score":0.37083137,"about_ca_system_score_codex":0.0003213027,"about_ca_system_score_gemma":0.00072948716,"threshold_uncertainty_score":0.9997386},"labels":[],"label_agreement":null},{"id":"W7111747542","doi":"","title":"Tracking Trouble: Spatial and Temporal Distribution of Potentially Harmful Algae Species in Clayoquot Sound, BC","year":2025,"lang":"","type":"article","venue":"University of Washington Tacoma Digital Commons (University of Washington Tacoma)","topic":"Marine Toxins and Detection Methods","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dinophysis; Algal bloom; Phytoplankton; Eutrophication; Fish kill; Algae; Ecosystem; Trophic level; Aquaculture","score_opus":0.013271716481036635,"score_gpt":0.21179245645663597,"score_spread":0.19852073997559933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7111747542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93499243,0.000108197695,0.044374775,0.00075080385,0.0003170435,0.00058882084,0.0010475344,0.00007131434,0.017749088],"genre_scores_gemma":[0.9935043,0.00018351055,0.002861994,0.00001642166,0.000022086566,7.989335e-8,0.00018133954,0.000027152755,0.0032031352],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99595463,0.00043978365,0.00086202146,0.0010588695,0.0009291664,0.000755522],"domain_scores_gemma":[0.996789,0.00044352456,0.0013666473,0.00084279035,0.0002170493,0.00034100673],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009936228,0.00064450206,0.0014081338,0.0008743144,0.0008531769,0.00020651068,0.0016916762,0.0005516983,0.0008385968],"category_scores_gemma":[0.00017265827,0.00092723814,0.00062339834,0.0016744587,0.0024991715,0.0028694046,0.0025187398,0.000926961,0.000012365758],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023257157,0.001571662,0.9127939,0.000601039,0.00035861577,0.00013269635,0.002868251,0.0007820261,0.0057514417,0.0029477633,0.0011339026,0.06873303],"study_design_scores_gemma":[0.0064678686,0.0009253584,0.9345273,0.0007318153,0.00049747503,0.000019925166,0.025280308,0.0077532562,0.003009561,0.0019495174,0.01770889,0.0011287322],"about_ca_topic_score_codex":0.026547158,"about_ca_topic_score_gemma":0.018074496,"teacher_disagreement_score":0.067604296,"about_ca_system_score_codex":0.0006709232,"about_ca_system_score_gemma":0.00019689008,"threshold_uncertainty_score":0.99984306},"labels":[],"label_agreement":null},{"id":"W7111896346","doi":"","title":"Temperature or Nutrients? Changes in Diatom Abundance and Diatom/Dinoflagellate Ratio during Marine Heat Waves in Tofino Inlet, British Columbia, Canada from 2013 to 2023","year":2025,"lang":"","type":"article","venue":"University of Washington Tacoma Digital Commons (University of Washington Tacoma)","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Phytoplankton; Diatom; Abundance (ecology); Plankton; Trophic level; Climate change; Relative species abundance; Silicate","score_opus":0.004195057768956399,"score_gpt":0.1518678474241176,"score_spread":0.1476727896551612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7111896346","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9861498,0.00061719754,0.000012030786,0.002227478,0.0004289493,0.00097018754,0.0047170124,0.000048663704,0.004828674],"genre_scores_gemma":[0.98257315,0.001369563,0.00013679644,0.00010017878,0.000032747997,2.0191925e-7,0.00056541397,0.000020107029,0.015201836],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960595,0.00032369455,0.00064950716,0.0012362506,0.00073188695,0.0009991669],"domain_scores_gemma":[0.99747145,0.00059923466,0.00046645547,0.00071379385,0.00018025927,0.00056877604],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034528755,0.0005678113,0.001507374,0.0008232066,0.00088099355,0.0007837401,0.0017117575,0.00045153493,0.00130492],"category_scores_gemma":[0.00009469107,0.0009482332,0.00020072314,0.0022124525,0.0004219135,0.0021194995,0.0017143108,0.00089714705,0.000010899103],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00101701,0.00025766992,0.9787328,0.0006429499,0.000191592,0.0013995357,0.0019416563,0.00056231226,0.00020759825,0.000017642009,0.007950549,0.007078688],"study_design_scores_gemma":[0.004051617,0.00038978498,0.9464885,0.0020464,0.000108876775,0.000020315452,0.021206876,0.0029585504,0.00013252831,0.0001115327,0.02146133,0.0010237003],"about_ca_topic_score_codex":0.98093593,"about_ca_topic_score_gemma":0.9995484,"teacher_disagreement_score":0.03224431,"about_ca_system_score_codex":0.00034704385,"about_ca_system_score_gemma":0.0008055049,"threshold_uncertainty_score":0.99960804},"labels":[],"label_agreement":null}]}